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\n \n 2025\n \n \n (5)\n \n \n
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\n\n \n \n \n \n \n ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints.\n \n \n \n\n\n \n Handa, D.; Dolin, P.; Kumbhar, S.; Son, T. C.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2406.04046. 2025.\n
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@article{handa2025actionr,\n title={ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints},\n author={Handa, Divij and Dolin, Pavel and Kumbhar, Shrinidhi and Son, Tran Cao and Baral, Chitta},\n journal={arXiv preprint arXiv:2406.04046},\n publisher="ICLR 2025",\n year={2025}\n}\n\n\n
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\n\n \n \n \n \n \n ToW: Thoughts of Words Improve Reasoning in Large Language Models.\n \n \n \n\n\n \n Xu, Z.; Shen, M.; Dineen, J.; Li, Z.; Ye, X.; Lu, S.; RRV, A.; Baral, C.; and Zhou, B.\n\n\n \n\n\n\n
arXiv preprint arXiv:2410.16235. 2025.\n
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@article{xu2025thoughtso,\n title={ToW: Thoughts of Words Improve Reasoning in Large Language Models},\n author={Xu, Zhikun and Shen, Ming and Dineen, Jacob and Li, Zhaonan and Ye, Xiao and Lu, Shijie and RRV, Aswin and Baral, Chitta and Zhou, Ben},\n journal={arXiv preprint arXiv:2410.16235},\n publisher="NAACL 2025",\n year={2025}\n}\n\n\n
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\n\n \n \n \n \n \n Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning.\n \n \n \n\n\n \n Mishra, V.; Pathiraja, B.; Parmar, M.; Chidananda, S.; Srinivasa, J.; Liu, G.; Payani, A.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2502.05675. 2025.\n
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@article{mishra2025investigating,\n title={Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning},\n author={Mishra, Venkatesh and Pathiraja, Bimsara and Parmar, Mihir and Chidananda, Sat and Srinivasa, Jayanth and Liu, Gaowen and Payani, Ali and Baral, Chitta},\n journal={arXiv preprint arXiv:2502.05675},\n publisher="NAACL 2025 Findings",\n year={2025}\n}\n\n\n\n
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\n\n \n \n \n \n \n \n Voila: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning.\n \n \n \n \n\n\n \n Yilmaz, N.; Patel, M.; Luo, Y. L.; Gokhale, T.; Baral, C.; Jayasuriya, S.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2503.00043. 2025.\n
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\n\n \n \n ![\"Voila:](\"//bibbase.org/img/filetypes/link.svg\"\n\t "\\"Paper\\"\n\t")
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@article{yilmaz2025voila,\n title={Voila: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning},\n author={Yilmaz, Nilay and Patel, Maitreya and Luo, Yiran Lawrence and Gokhale, Tejas and Baral, Chitta and Jayasuriya, Suren and Yang, Yezhou},\n journal={arXiv preprint arXiv:2503.00043},\n url="https://openreview.net/forum?id=q5MUMlHxpd",\n publisher="ICLR 2025",\n year={2025}\n}\n\n\n\n\n\n\n\n
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\n \n 2024\n \n \n (19)\n \n \n
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\n\n \n \n \n \n \n Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models.\n \n \n \n\n\n \n Patel, N.; Kulkarni, M.; Parmar, M.; Budhiraja, A.; Nakamura, M.; Varshney, N.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2406.17169. 2024.\n
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@article{patel2024multilogieval,\n title={Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models},\n author={Patel, Nisarg and Kulkarni, Mohith and Parmar, Mihir and Budhiraja, Aashna and Nakamura, Mutsumi and Varshney, Neeraj and Baral, Chitta},\n journal={arXiv preprint arXiv:2406.17169},\n publisher="EMNLP 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?.\n \n \n \n\n\n \n Tyagi, N.; Parmar, M.; Kulkarni, M.; RRV, A.; Patel, N.; Nakamura, M.; Mitra, A.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2407.14790. 2024.\n
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@article{tyagi2024stepbystep,\n title={Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?},\n author={Tyagi, Nemika and Parmar, Mihir and Kulkarni, Mohith and RRV, Aswin and Patel, Nisarg and Nakamura, Mutsumi and Mitra, Arindam and Baral, Chitta},\n journal={arXiv preprint arXiv:2407.14790},\n publisher="EMNLP 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models.\n \n \n \n\n\n \n Parmar, M.; Patel, N.; Varshney, N.; Nakamura, M.; Luo, M.; Mashetty, S.; Mitra, A.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2404.15522. 2024.\n
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@article{parmar2024towardss,\n title={Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models},\n author={Parmar, Mihir and Patel, Nisarg and Varshney, Neeraj and Nakamura, Mutsumi and Luo, Man and Mashetty, Santosh and Mitra, Arindam and Baral, Chitta},\n journal={arXiv preprint arXiv:2404.15522},\n publisher="ACL 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n TarGEN: Targeted Data Generation with Large Language Models.\n \n \n \n\n\n \n Gupta, H.; Scaria, K.; Anantheswaran, U.; Verma, S.; Parmar, M.; Sawant, S. A.; Baral, C.; and Mishra, S.\n\n\n \n\n\n\n
arXiv preprint arXiv:2310.17876. 2024.\n
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@article{gupta2024targen,\n title={TarGEN: Targeted Data Generation with Large Language Models},\n author={Gupta, Himanshu and Scaria, Kevin and Anantheswaran, Ujjwala and Verma, Shreyas and Parmar, Mihir and Sawant, Saurabh Arjun and Baral, Chitta and Mishra, Swaroop},\n journal={arXiv preprint arXiv:2310.17876},\n publisher="COLM 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies.\n \n \n \n\n\n \n RRV, A.; Tyagi, N.; Uddin, M. N.; Varshney, N.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2406.03827. 2024.\n
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@article{rrv2024chaosw,\n title={Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies},\n author={RRV, Aswin and Tyagi, Nemika and Uddin, Md Nayem and Varshney, Neeraj and Baral, Chitta},\n journal={arXiv preprint arXiv:2406.03827},\n publisher="ACL 2024 (Findings)",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness.\n \n \n \n\n\n \n Varshney, N.; Dolin, P.; Seth, A.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2401.00287. 2024.\n
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@article{rrv2024chaosw,\n title={The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness},\n author={Varshney, Neeraj and Dolin, Pavel and Seth, Agastya and Baral, Chitta},\n journal={arXiv preprint arXiv:2401.00287},\n publisher="ACL 2024 (Findings)",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis.\n \n \n \n\n\n \n Scaria, K.; Gupta, H.; Goyal, S.; Sawant, S. A.; Mishra, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2302.08624. 2024.\n
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@article{scaria2024instructabsa,\n title={InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis},\n author={Scaria, Kevin and Gupta, Himanshu and Goyal, Siddharth and Sawant, Saurabh Arjun and Mishra, Swaroop and Baral, Chitta},\n journal={arXiv preprint arXiv:2302.08624},\n publisher="NAACL 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n \n Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with 'LITE'.\n \n \n \n \n\n\n \n Varshney, N.; Chatterjee, A.; Parmar, M.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2310.18581. 2024.\n
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@article{varshney2024investigating,\n title={Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with 'LITE'},\n author={Varshney, Neeraj and Chatterjee, Agneet and Parmar, Mihir and Baral, Chitta},\n journal={arXiv preprint arXiv:2310.18581},\n url = "https://paperswithcode.com/paper/accelerating-llm-inference-by-enabling",\n publisher="Findings of NAACL 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n \n Len or index or count, anything but v1: Predicting Variable Names in Decompilation Output with Transfer Learning.\n \n \n \n \n\n\n \n Pal, K. K.; Bajaj, A. P.; Banerjee, P.; Dutcher, A.; Nakamura, M.; Basque, Z. L.; Gupta, H.; Sawant, S. A.; Anantheswaran, U.; Shoshitaishvili, Y.; Doupe, A.; Baral, C.; and Wang, R.\n\n\n \n\n\n\n . 2024.\n
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@article{pal2024lenorindex,\n title={Len or index or count, anything but v1: Predicting Variable Names in Decompilation Output with Transfer Learning},\n author={Pal, Kuntal Kumar and Bajaj, Ati Priya and Banerjee, Pratyay and Dutcher, Audrey and Nakamura, Mutsumi and Basque, Zion Leonahenahe and Gupta, Himanshu and Sawant, Saurabh Arjun and Anantheswaran, Ujjwala and Shoshitaishvili, Yan and Doupe, Adam and Baral, Chitta and Wang, Ruoyu},\n url = "https://yancomm.net/papers/2024%20-%20SP%20-%20VarBERT.pdf",\n publisher="IEEE Symposium on Security and Privacy 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n \n Learning Temporally Composable Task Segmentations with Language.\n \n \n \n \n\n\n \n Raj, D.; Patil, O.; Gu, W.; Baral, C.; and Gopalan, N.\n\n\n \n\n\n\n . 2024.\n
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@article{raj2024learningt,\n title={Learning Temporally Composable Task Segmentations with Language},\n author={Raj, Divyanshu and Patil, Omkar and Gu, Weiwei and Baral, Chitta and Gopalan, Nakul},\n url = "https://ieeexplore.ieee.org/document/10802712",\n publisher="IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n \\019B-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space.\n \n \n \n\n\n \n Patel, M.; Jung, S.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2402.05195. 2024.\n
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@article{patel2024eclipse,\n title={\\019B-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space},\n author={Patel, Maitreya and Jung, Sangmin and Baral, Chitta and Yang, Yezhou},\n journal={arXiv preprint arXiv:2402.05195},\n publisher="Transactions on Machine Learning Research (TMLR), 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n \n TripletCLIP: Improving Compositional Reasoning of CLIP via Vision-Language Negatives.\n \n \n \n \n\n\n \n Patel, M.; Kusumba, N. S. A.; Cheng, S.; Kim, C.; Gokhale, T.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n . 2024.\n
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@article{patel2024tripletclip,\n title={TripletCLIP: Improving Compositional Reasoning of CLIP via Vision-Language Negatives},\n author={Patel, Maitreya and Kusumba, Naga Sai Abhiram and Cheng, Sheng and Kim, Changhoon and Gokhale, Tejas and Baral, Chitta and Yang, Yezhou},\n url="https://neurips.cc/virtual/2024/poster/94621",\n publisher="NeuRIPs 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n Getting it Right: Improving Spatial Consistency in Text-to-Image Models.\n \n \n \n\n\n \n Chatterjee, A.; Stan, G. B. M.; Aflalo, E. G.; Paul, S.; Ghosh, D.; Gokhale, T.; Schmidt, L.; Hajishirzi, H.; Lal, V.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2404.01197. 2024.\n
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@article{chatterjee2024getting,\n title={Getting it Right: Improving Spatial Consistency in Text-to-Image Models},\n author={Chatterjee, Agneet and Stan, Gabriela Ben Melech and Aflalo, Estelle Guez and Paul, Sayak and Ghosh, Dhruba and Gokhale, Tejas and Schmidt, Ludwig and Hajishirzi, Hanna and Lal, Vasudev and Baral, Chitta and Yang, Yezhou},\n journal={arXiv preprint arXiv:2404.01197},\n publisher="ECCV 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts.\n \n \n \n\n\n \n Saxon, M.; Luo, Y. L.; Levy, S.; Baral, C.; Yang, Y.; and Wang, W. Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2403.11092. 2024.\n
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@article{saxon2024lostint,\n title={Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts},\n author={Saxon, Michael and Luo, Yiran Lawrence and Levy, Sharon and Baral, Chitta and Yang, Yezhou and Wang, William Yang},\n journal={arXiv preprint arXiv:2403.11092},\n publisher="NAACL 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models.\n \n \n \n\n\n \n Patel, M.; Gokhale, T.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2306.04695. 2024.\n
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@article{patel2024conceptbed,\n title={ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models},\n author={Patel, Maitreya and Gokhale, Tejas and Baral, Chitta and Yang, Yezhou},\n journal={arXiv preprint arXiv:2306.04695},\n publisher="AAAI 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations.\n \n \n \n\n\n \n Patel, M.; Kim, C.; Cheng, S.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2312.04655. 2024.\n
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@article{patel2024eclipsear,\n title={ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations},\n author={Patel, Maitreya and Kim, Changhoon and Cheng, Sheng and Baral, Chitta and Yang, Yezhou},\n journal={arXiv preprint arXiv:2312.04655},\n publisher="CVPR 2024",\n year={2024}\n}\n\n\n
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\n\n \n \n \n \n \n On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation.\n \n \n \n\n\n \n Chatterjee, A.; Gokhale, T.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2404.08540. 2024.\n
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@article{chatterjee2024ontherobust,\n title={On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation},\n author={Chatterjee, Agneet and Gokhale, Tejas and Baral, Chitta and Yang, Yezhou},\n journal={arXiv preprint arXiv:2404.08540},\n publisher="CVPR 2024",\n year={2024}\n}\n\n\n
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\n \n 2023\n \n \n (16)\n \n \n
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\n\n \n \n \n \n \n \n Neuro Symbolic Reasoning and Learning.\n \n \n \n \n\n\n \n Shakarian, P.; Baral, C.; Simari, G. I.; Xi, B.; and Pokala, L.\n\n\n \n\n\n\n . 2023.\n
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@article{shakarian2023neuros,\n title={Neuro Symbolic Reasoning and Learning},\n author={Shakarian, Paulo and Baral, Chitta and Simari, Gerardo I. and Xi, Bowen and Pokala, Lahari},\n url = "https://link.springer.com/book/9783031391781",\n publisher = "Springer, 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n \n LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference.\n \n \n \n \n\n\n \n Nakamura, M.; Mashetty, S.; Parmar, M.; Varshney, N.; and Baral, C.\n\n\n \n\n\n\n . 2023.\n
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@article{nakamura2023logica,\n title={LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference},\n author={Nakamura, Mutsumi and Mashetty, Santosh and Parmar, Mihir and Varshney, Neeraj and Baral, Chitta},\n url = "https://aclanthology.org/2023.findings-emnlp.889.pdf",\n publisher = "Findings of EMNLP 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions.\n \n \n \n\n\n \n Parmar, M.; Mishra, S.; Geva, M.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2205.00415. 2023.\n
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@article{parmar2023dontb,\n title={Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions},\n author={Parmar, Mihir and Mishra, Swaroop and Geva, Mor and Baral, Chitta},\n journal={arXiv preprint arXiv:2205.00415},\n publisher = "EACL 2023 (Outstanding paper award)",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n \n Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (BIG BENCH).\n \n \n \n \n\n\n \n Baral, C.; and et al. \n\n\n \n\n\n\n
arXiv preprint arXiv:2206.04615. 2023.\n
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@article{baral2023beyondt,\n title={Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (BIG BENCH)},\n author={Baral, Chitta and et al.},\n journal={arXiv preprint arXiv:2206.04615},\n url = "https://github.com/google/BIG-bench/blob/main/bigbench/benchmark_tasks/README.md",\n publisher = "TMLR (Transactions on Machine Learning Research)",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n How Many Data Samples is an Additional Instruction Worth?.\n \n \n \n\n\n \n Puri, S.; Mishra, S.; Parmar, M.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2203.09161. 2023.\n
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@article{puri2023howmanyd,\n title={How Many Data Samples is an Additional Instruction Worth?},\n author={Puri, Singh and Mishra, Swaroop and Parmar, Mihir and Baral, Chitta},\n journal={arXiv preprint arXiv:2203.09161},\n publisher = "Findings of EACL 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA.\n \n \n \n\n\n \n Varshney, N.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2305.01812. 2023.\n
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@article{varshney2023postabs,\n title={Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA},\n author={Varshney, Neeraj and Baral, Chitta},\n journal={arXiv preprint arXiv:2305.01812},\n publisher = "ACL 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution.\n \n \n \n\n\n \n Varshney, N.; Gupta, H.; Robertson, E.; Liu, B.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2305.05079. 2023.\n
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@article{varshney2023aunifiede,\n title={A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution},\n author={Varshney, Neeraj and Gupta, Himanshu and Robertson, Eric and Liu, Bing and Baral, Chitta},\n journal={arXiv preprint arXiv:2305.05079},\n publisher = "Findings of ACL 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n End-to-end Knowledge Retrieval with Multi-modal Queries.\n \n \n \n\n\n \n Luo, M.; Fang, Z.; Gokhale, T.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2306.00424. 2023.\n
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@article{luo2023endtoendk,\n title={End-to-end Knowledge Retrieval with Multi-modal Queries},\n author={Luo, Man and Fang, Zhiyuan and Gokhale, Tejas and Yang, Yezhou and Baral, Chitta},\n journal={arXiv preprint arXiv:2306.00424},\n publisher = "ACL 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n A Study on the Efficiency and Generalization of Light Hybrid Retrievers.\n \n \n \n\n\n \n Luo, M.; Jain, S.; Gupta, A.; Einolghozati, A.; Oguz, B.; Chatterjee, D.; Chen, X.; Baral, C.; and Heidari, P.\n\n\n \n\n\n\n
arXiv preprint arXiv:2210.01371. 2023.\n
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@article{luo2023astudyon,\n title={A Study on the Efficiency and Generalization of Light Hybrid Retrievers},\n author={Luo, Man and Jain, Shashank and Gupta, Anchit and Einolghozati, Arash and Oguz, Barlas and Chatterjee, Debojeet and Chen, Xilun and Baral, Chitta and Heidari, Peyman},\n journal={arXiv preprint arXiv:2210.01371},\n publisher = "ACL 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n \n InstructExcel: A Benchmark for Natural Language Instruction in Excel.\n \n \n \n \n\n\n \n Payan, J.; Mishra, S.; Singh, M.; Negreanu, C.; Poelitz, C.; Baral, C.; Roy, S.; Chakravarthy, R.; Van Durme, B.; and Nouri, E.\n\n\n \n\n\n\n
arXiv preprint arXiv:2310.14495. 2023.\n
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@article{payan2023instructexcel,\n title={InstructExcel: A Benchmark for Natural Language Instruction in Excel},\n author={Payan, Justin and Mishra, Swaroop and Singh, Mukul and Negreanu, Carina and Poelitz, Christian and Baral, Chitta and Roy, Subhro and Chakravarthy, Rasika and Van Durme, Benjamin and Nouri, Elnaz},\n journal={arXiv preprint arXiv:2310.14495},\n url = "https://aclanthology.org/2023.findings-emnlp.265.pdf",\n publisher = "Finding EMNLP 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n John is 50 years old, can his son be 65?\" Evaluating NLP Models' Understanding of Feasibility.\n \n \n \n\n\n \n Gupta, H.; Varshney, N.; Mishra, S.; Pal, K. K.; Sawant, S. A.; Scaria, K. J.; Goyal, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2210.07471. 2023.\n
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@article{gupta2023johnis,\n title={John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility},\n author={Gupta, Himanshu and Varshney, Neeraj and Mishra, Swaroop and Pal, Kuntal Kumar and Sawant, Saurabh Arjun and Scaria, Kevin Joseph and Goyal, Siddharth and Baral, Chitta},\n journal={arXiv preprint arXiv:2210.07471},\n publisher = "EACL 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n \n Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow.\n \n \n \n \n\n\n \n Arunkumar, A.; Mishra, S.; Sachdeva, B. S.; Baral, C.; and Bryan, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2302.04434. 2023.\n
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@article{arunkumar2023realtimev,\n title={Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow},\n author={Arunkumar, Anjana and Mishra, Swaroop and Sachdeva, Bhavdeep Singh and Baral, Chitta and Bryan, Chris},\n journal={arXiv preprint arXiv:2302.04434},\n url = "https://aarunku5.github.io/files/arunkumar2020hamlets.pdf",\n publisher = "EACL 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n \n AISecKG: Knowledge Graph Dataset for Cybersecurity Education.\n \n \n \n \n\n\n \n Agrawal, G.; Pal, K.; Deng, Y.; Liu, H.; and Baral, C.\n\n\n \n\n\n\n . 2023.\n
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@article{agrawal2023aiseckg,\n title={AISecKG: Knowledge Graph Dataset for Cybersecurity Education},\n author={Agrawal, Garima and Pal, Kuntal and Deng, Yuli and Liu, Huan and Baral, Chitta},\n url = "https://ceur-ws.org/Vol-3433/paper6.pdf",\n publisher = "AAAI-MAKE 2023: Challenges Requiring the Combination of Machine Learning 2023",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n Exploring the Limits of Transfer Learning with Unified model in the Cybersecurity Domain.\n \n \n \n\n\n \n Pal, K. K.; Kashihara, K.; Anantheswaran, U.; Kuznia, K. C.; Jagtap, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2302.10346. 2023.\n
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@article{pal2023exploringt,\n title={Exploring the Limits of Transfer Learning with Unified model in the Cybersecurity Domain},\n author={Pal, Kuntal Kumar and Kashihara, Kazuaki and Anantheswaran, Ujjwala and Kuznia, Kirby C. and Jagtap, Siddhesh and Baral, Chitta},\n journal={arXiv preprint arXiv:2302.10346},\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n \n Improving Diversity With Adversarially Learned Transformations for Domain Generalization.\n \n \n \n \n\n\n \n Gokhale, T.; Anirudh, R.; Thiagarajan, J. J.; Kailkhura, B.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n . 2023.\n
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@article{gokhale2023improving,\n title={Improving Diversity With Adversarially Learned Transformations for Domain Generalization},\n author={Gokhale, Tejas and Anirudh, Rushil and Thiagarajan, Jayaraman J. and Kailkhura, Bhavya and Baral, Chitta and Yang, Yezhou},\n url = "https://openaccess.thecvf.com/content/WACV2023/papers/Gokhale_Improving_Diversity_With_Adversarially_Learned_Transformations_for_Domain_Generalization_WACV_2023_paper.pdf",\n publisher = "Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 434-443",\n year={2023}\n}\n\n\n
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\n\n \n \n \n \n \n \n Reasoning about actions: non-deterministic effects, constraints, and qualification.\n \n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n . 2023.\n
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\n\n \n \n ![\"Reasoning](\"//bibbase.org/img/filetypes/ps.svg\"\n\t "\\"Paper\\"\n\t")
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@article{baral2023reasoninga,\n title={Reasoning about actions: non-deterministic effects, constraints, and qualification},\n author={Baral, Chitta},\n url = "https://chitta.orissalinks.com/www/papers/ijcai-95.ps",\n publisher = "IJCAI 95, pgs 2017-2023",\n year={2023}\n}\n\n\n
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\n \n 2022\n \n \n (18)\n \n \n
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\n\n \n \n \n \n \n Benchmarking Generalization via In-Context Instructions on 1,600+ Language Tasks.\n \n \n \n\n\n \n Wang, Y.; Mishra, S.; Alipoormolabashi, P.; Kordi, Y.; Mirzaei, A.; Arunkumar, A.; Ashok, A.; Dhanasekaran, A. S.; Naik, A.; Stap, D.; and others\n\n\n \n\n\n\n
arXiv preprint arXiv:2204.07705. 2022.\n
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@article{wang2022benchmarking,\n title={Benchmarking Generalization via In-Context Instructions on 1,600+ Language Tasks},\n author={Wang, Yizhong and Mishra, Swaroop and Alipoormolabashi, Pegah and Kordi, Yeganeh and Mirzaei, Amirreza and Arunkumar, Anjana and Ashok, Arjun and Dhanasekaran, Arut Selvan and Naik, Atharva and Stap, David and others},\n journal={arXiv preprint arXiv:2204.07705},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n In-BoXBART: Get Instructions into Biomedical Multi-Task Learning.\n \n \n \n\n\n \n Parmar, M.; Mishra, S.; Purohit, M.; Luo, M.; Murad, M H.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2204.07600. 2022.\n
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@article{parmar2022boxbart,\n title={In-BoXBART: Get Instructions into Biomedical Multi-Task Learning},\n author={Parmar, Mihir and Mishra, Swaroop and Purohit, Mirali and Luo, Man and Murad, M Hassan and Baral, Chitta},\n journal={arXiv preprint arXiv:2204.07600},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks.\n \n \n \n\n\n \n Mishra, S.; Mitra, A.; Varshney, N.; Sachdeva, B.; Clark, P.; Baral, C.; and Kalyan, A.\n\n\n \n\n\n\n
arXiv preprint arXiv:2204.05660. 2022.\n
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@article{mishra2022numglue,\n title={NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks},\n author={Mishra, Swaroop and Mitra, Arindam and Varshney, Neeraj and Sachdeva, Bhavdeep and Clark, Peter and Baral, Chitta and Kalyan, Ashwin},\n journal={arXiv preprint arXiv:2204.05660},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo.\n \n \n \n\n\n \n Luo, Y.; Banerjee, P.; Gokhale, T.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2203.16682. 2022.\n
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@article{luo2022find,\n title={To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo},\n author={Luo, Yiran and Banerjee, Pratyay and Gokhale, Tejas and Yang, Yezhou and Baral, Chitta},\n journal={arXiv preprint arXiv:2203.16682},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n How Many Data Samples is an Additional Instruction Worth?.\n \n \n \n\n\n \n Puri, R. S.; Mishra, S.; Parmar, M.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2203.09161. 2022.\n
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@article{puri2022many,\n title={How Many Data Samples is an Additional Instruction Worth?},\n author={Puri, Ravsehaj Singh and Mishra, Swaroop and Parmar, Mihir and Baral, Chitta},\n journal={arXiv preprint arXiv:2203.09161},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n Less is More: Summary of Long Instructions is Better for Program Synthesis.\n \n \n \n\n\n \n Kuznia, K.; Mishra, S.; Parmar, M.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2203.08597. 2022.\n
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@article{kuznia2022less,\n title={Less is More: Summary of Long Instructions is Better for Program Synthesis},\n author={Kuznia, Kirby and Mishra, Swaroop and Parmar, Mihir and Baral, Chitta},\n journal={arXiv preprint arXiv:2203.08597},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness.\n \n \n \n\n\n \n Gokhale, T.; Mishra, S.; Luo, M.; Sachdeva, B. S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2203.07653. 2022.\n
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@article{gokhale2022generalized,\n title={Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness},\n author={Gokhale, Tejas and Mishra, Swaroop and Luo, Man and Sachdeva, Bhavdeep Singh and Baral, Chitta},\n journal={arXiv preprint arXiv:2203.07653},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering.\n \n \n \n\n\n \n Luo, M.; Hashimoto, K.; Yavuz, S.; Liu, Z.; Baral, C.; and Zhou, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2203.07522. 2022.\n
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@article{luo2022choose,\n title={Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering},\n author={Luo, Man and Hashimoto, Kazuma and Yavuz, Semih and Liu, Zhiwei and Baral, Chitta and Zhou, Yingbo},\n journal={arXiv preprint arXiv:2203.07522},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n ILDAE: Instance-Level Difficulty Analysis of Evaluation Data.\n \n \n \n\n\n \n Varshney, N.; Mishra, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2203.03073. 2022.\n
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@article{varshney2022ildae,\n title={ILDAE: Instance-Level Difficulty Analysis of Evaluation Data},\n author={Varshney, Neeraj and Mishra, Swaroop and Baral, Chitta},\n journal={arXiv preprint arXiv:2203.03073},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings.\n \n \n \n\n\n \n Varshney, N.; Mishra, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2203.00211. 2022.\n
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@article{varshney2022investigating,\n title={Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings},\n author={Varshney, Neeraj and Mishra, Swaroop and Baral, Chitta},\n journal={arXiv preprint arXiv:2203.00211},\n year={2022}\n}\n\n
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\n\n \n \n \n \n \n \n An action language for multi-agent domains.\n \n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Pontelli, E.; and Son, T. C.\n\n\n \n\n\n\n
Artificial Intelligence, 302: 103601. 2022.\n
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@article{BARAL2022103601,\ntitle = {An action language for multi-agent domains},\njournal = {Artificial Intelligence},\nvolume = {302},\npages = {103601},\nyear = {2022},\nissn = {0004-3702},\ndoi = {https://doi.org/10.1016/j.artint.2021.103601},\nurl = {https://www.sciencedirect.com/science/article/pii/S0004370221001521},\nauthor = {Chitta Baral and Gregory Gelfond and Enrico Pontelli and Tran Cao Son},\nkeywords = {Action languages, Epistemic planning, Reasoning about knowledge},\nabstract = {The goal of this paper is to investigate an action language, called mA⁎, for representing and reasoning about actions and change in multi-agent domains. The language, as designed, can also serve as a specification language for epistemic planning, thereby addressing an important issue in the development of multi-agent epistemic planning systems. The mA⁎ action language is a generalization of the single-agent action languages, extensively studied in the literature, to the case of multi-agent domains. The language allows the representation of different types of actions that an agent can perform in a domain where many other agents might be present—such as world-altering actions, sensing actions, and communication actions. The action language also allows the specification of agents' dynamic awareness of action occurrences—which has implications on what agents' know about the world and other agents' knowledge about the world. These features are embedded in a language that is simple, yet powerful enough to address a large variety of knowledge manipulation scenarios in multi-agent domains. The semantics of mA⁎ relies on the notion of state, which is described by a pointed Kripke model and is used to encode the agents' knowledge1 and the real state of the world. The semantics is defined by a transition function that maps pairs of actions and states into sets of states. The paper presents a number of properties of the action theories and relates mA⁎ to other relevant formalisms in the area of reasoning about actions in multi-agent domains.}\n}\n\n
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\n The goal of this paper is to investigate an action language, called mA⁎, for representing and reasoning about actions and change in multi-agent domains. The language, as designed, can also serve as a specification language for epistemic planning, thereby addressing an important issue in the development of multi-agent epistemic planning systems. The mA⁎ action language is a generalization of the single-agent action languages, extensively studied in the literature, to the case of multi-agent domains. The language allows the representation of different types of actions that an agent can perform in a domain where many other agents might be present—such as world-altering actions, sensing actions, and communication actions. The action language also allows the specification of agents' dynamic awareness of action occurrences—which has implications on what agents' know about the world and other agents' knowledge about the world. These features are embedded in a language that is simple, yet powerful enough to address a large variety of knowledge manipulation scenarios in multi-agent domains. The semantics of mA⁎ relies on the notion of state, which is described by a pointed Kripke model and is used to encode the agents' knowledge1 and the real state of the world. The semantics is defined by a transition function that maps pairs of actions and states into sets of states. The paper presents a number of properties of the action theories and relates mA⁎ to other relevant formalisms in the area of reasoning about actions in multi-agent domains.\n
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\n\n \n \n \n \n \n \n In-BoXBART: Get Instructions into Biomedical Multi-Task Learning.\n \n \n \n \n\n\n \n Parmar, M.; Mishra, S.; Purohit, M.; Luo, M.; Murad, M. H. M.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2204.07600. 2022.\n
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@article{parmar2022BoXBART,\n title={In-BoXBART: Get Instructions into Biomedical Multi-Task Learning},\n author={Parmar, Mihir and Mishra, Swaroop and Purohit, Mirali and Luo, Man and Murad, M. Hassan Murad and Baral, Chitta},\n journal={arXiv preprint arXiv:2204.07600},\n url = "https://github.com/Mihir3009/In-BoXBART",\n year={2022}\n}\n\n\n
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\n\n \n \n \n \n \n Towards Improving Selective Prediction Ability of NLP Systems.\n \n \n \n\n\n \n Varshney, N.; Mishra, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2008.09371. 2022.\n
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@article{varshney2022towar,\n title={Towards Improving Selective Prediction Ability of NLP Systems},\n author={Varshney, Neeraj and Mishra, Swaroop and Baral, Chitta},\n journal={arXiv preprint arXiv:2008.09371},\n publisher = "ACL 2022 RepL4NLP Workshop",\n year={2022}\n}\n\n\n
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\n\n \n \n \n \n \n Is a Question Decomposition Unit All We Need?.\n \n \n \n\n\n \n Patel, P. J.; Mishra, S.; Parmar, M.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2205.12538. 2022.\n
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@article{jayeshkumar2022isa,\n title={Is a Question Decomposition Unit All We Need?},\n author={Patel, Pruthvi Jayeshkumar and Mishra, Swaroop and Parmar, Mihir and Baral, Chitta},\n journal={arXiv preprint arXiv:2205.12538},\n publisher = "EMNLP 2022",\n year={2022}\n}\n\n\n
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\n\n \n \n \n \n \n Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ Tasks.\n \n \n \n\n\n \n Wang, Y.; Mishra, S.; Alipoormolabashi, P.; Kordi, Y.; Mirzaei, A.; Naik, A.; Ashok, A.; Dhanasekaran, A. S.; Arunkumar, A.; Stap, D.; Pathak, E.; Karamanolakis, G.; Lai, H.; Purohit, I.; Mondal, I.; Anderson, J.; Kuznia, K.; Doshi, K. a. P.; Patel, M.; Moradshahi, M.; Parmar, M.; Purohit, M.; Varshney, N.; Kaza, P. R.; Verma, P.; Puri, R. S.; Karia, R.; Doshi, S.; Sampat, S. K.; Mishra, S.; Reddy, S.; Patro, S.; Dixit, T.; Shen, X.; Baral, C.; Choi, Y.; Smith, N. A.; Hajishirzi, H.; and Khashabi, D.\n\n\n \n\n\n\n
arXiv preprint arXiv:2204.07705. 2022.\n
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@article{wang2022supern,\n title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ Tasks},\n author={Wang, Y. and Mishra, S. and Alipoormolabashi, P. and Kordi, Y. and Mirzaei, A. and Naik, A. and Ashok, A. and Dhanasekaran, A. S. and Arunkumar, A. and Stap, D. and Pathak, E. and Karamanolakis, G. and Lai, H. and Purohit, I. and Mondal, Ishan and Anderson, J. and Kuznia, K. and Doshi, K. abd Pal, K. K. and Patel, M. and Moradshahi, M. and Parmar, M. and Purohit, M. and Varshney, N. and Kaza, P. R. and Verma, P. and Puri, R. S. and Karia, R. and Doshi, S. and Sampat, S. K. and Mishra, S. and Reddy, S. and Patro, S. and Dixit, T. and Shen, X. and Baral, C. and Choi, Y. and Smith, N. A. and Hajishirzi, H. and Khashabi, D.},\n journal={arXiv preprint arXiv:2204.07705},\n publisher = "EMNLP 2022",\n year={2022}\n}\n\n\n
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\n \n 2021\n \n \n (18)\n \n \n
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\n\n \n \n \n \n \n Cross-task generalization via natural language crowdsourcing instructions.\n \n \n \n\n\n \n Mishra, S.; Khashabi, D.; Baral, C.; and Hajishirzi, H.\n\n\n \n\n\n\n
arXiv preprint arXiv:2104.08773. 2021.\n
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@article{mishra2021cross,\n title={Cross-task generalization via natural language crowdsourcing instructions},\n author={Mishra, Swaroop and Khashabi, Daniel and Baral, Chitta and Hajishirzi, Hannaneh},\n journal={arXiv preprint arXiv:2104.08773},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n Unsupervised Natural Language Inference Using PHL Triplet Generation.\n \n \n \n\n\n \n Varshney, N.; Banerjee, P.; Gokhale, T.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2110.08438. 2021.\n
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@article{varshney2021unsupervised,\n title={Unsupervised Natural Language Inference Using PHL Triplet Generation},\n author={Varshney, Neeraj and Banerjee, Pratyay and Gokhale, Tejas and Baral, Chitta},\n journal={arXiv preprint arXiv:2110.08438},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n Semantically Distributed Robust Optimization for Vision-and-Language Inference.\n \n \n \n\n\n \n Gokhale, T.; Chaudhary, A.; Banerjee, P.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2110.07165. 2021.\n
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@article{gokhale2021semantically,\n title={Semantically Distributed Robust Optimization for Vision-and-Language Inference},\n author={Gokhale, Tejas and Chaudhary, Abhishek and Banerjee, Pratyay and Baral, Chitta and Yang, Yezhou},\n journal={arXiv preprint arXiv:2110.07165},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context.\n \n \n \n\n\n \n Luo, M.; Chen, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2109.10497. 2021.\n
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@article{luo2021simple,\n title={A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context},\n author={Luo, Man and Chen, Shuguang and Baral, Chitta},\n journal={arXiv preprint arXiv:2109.10497},\n year={2021}\n}\n\n\n
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\n\n \n \n \n \n \n Reframing Instructional Prompts to GPTk's Language.\n \n \n \n\n\n \n Mishra, S.; Khashabi, D.; Baral, C.; Choi, Y.; and Hajishirzi, H.\n\n\n \n\n\n\n
arXiv preprint arXiv:2109.07830. 2021.\n
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@article{mishra2021reframing,\n title={Reframing Instructional Prompts to GPTk's Language},\n author={Mishra, Swaroop and Khashabi, Daniel and Baral, Chitta and Choi, Yejin and Hajishirzi, Hannaneh},\n journal={arXiv preprint arXiv:2109.07830},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n Reframing Instructional Prompts to GPTk's Language.\n \n \n \n\n\n \n Mishra, S.; Khashabi, D.; Baral, C.; Choi, Y.; and Hajishirzi, H.\n\n\n \n\n\n\n
arXiv preprint arXiv:2109.07830. 2021.\n
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@article{mishra2021reframing,\n title={Reframing Instructional Prompts to GPTk's Language},\n author={Mishra, Swaroop and Khashabi, Daniel and Baral, Chitta and Choi, Yejin and Hajishirzi, Hannaneh},\n journal={arXiv preprint arXiv:2109.07830},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering.\n \n \n \n\n\n \n Luo, M.; Zeng, Y.; Banerjee, P.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2109.04014. 2021.\n
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@article{luo2021weakly,\n title={Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering},\n author={Luo, Man and Zeng, Yankai and Banerjee, Pratyay and Baral, Chitta},\n journal={arXiv preprint arXiv:2109.04014},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n \n Biomedical Named Entity Recognition via Knowledge Guidance and Question Answering.\n \n \n \n \n\n\n \n Banerjee, P.; Pal, K. K.; Devarakonda, M.; and Baral, C.\n\n\n \n\n\n\n
ACM Trans. Comput. Healthcare, 2(4). jul 2021.\n
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@article{10.1145/3465221,\nauthor = {Banerjee, Pratyay and Pal, Kuntal Kumar and Devarakonda, Murthy and Baral, Chitta},\ntitle = {Biomedical Named Entity Recognition via Knowledge Guidance and Question Answering},\nyear = {2021},\nissue_date = {October 2021},\npublisher = {Association for Computing Machinery},\naddress = {New York, NY, USA},\nvolume = {2},\nnumber = {4},\nissn = {2691-1957},\nurl = {https://doi.org/10.1145/3465221},\ndoi = {10.1145/3465221},\nabstract = {In this work, we formulated the named entity recognition (NER) task as a multi-answer knowledge guided question-answer task (KGQA) and showed that the knowledge guidance helps to achieve state-of-the-art results for 11 of 18 biomedical NER datasets. We prepended five different knowledge contexts—entity types, questions, definitions, and examples—to the input text and trained and tested BERT-based neural models on such input sequences from a combined dataset of the 18 different datasets. This novel formulation of the task (a) improved named entity recognition and illustrated the impact of different knowledge contexts, (b) reduced system confusion by limiting prediction to a single entity-class for each input token (i.e., B, I, O only) compared to multiple entity-classes in traditional NER (i.e., Bentity1, Bentity2, Ientity1, I, O), (c) made detection of nested entities easier, and (d) enabled the models to jointly learn NER-specific features from a large number of datasets. We performed extensive experiments of this KGQA formulation on the biomedical datasets, and through the experiments, we showed when knowledge improved named entity recognition. We analyzed the effect of the task formulation, the impact of the different knowledge contexts, the multi-task aspect of the generic format, and the generalization ability of KGQA. We also probed the model to better understand the key contributors for these improvements.},\njournal = {ACM Trans. Comput. Healthcare},\nmonth = {jul},\narticleno = {33},\nnumpages = {24},\nkeywords = {BIO tagging, transfer learning, text tagging, NER, biomedical, Named entity recognition, BERT-CNN, question answering, multitask training}\n}\n\n
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\n In this work, we formulated the named entity recognition (NER) task as a multi-answer knowledge guided question-answer task (KGQA) and showed that the knowledge guidance helps to achieve state-of-the-art results for 11 of 18 biomedical NER datasets. We prepended five different knowledge contexts—entity types, questions, definitions, and examples—to the input text and trained and tested BERT-based neural models on such input sequences from a combined dataset of the 18 different datasets. This novel formulation of the task (a) improved named entity recognition and illustrated the impact of different knowledge contexts, (b) reduced system confusion by limiting prediction to a single entity-class for each input token (i.e., B, I, O only) compared to multiple entity-classes in traditional NER (i.e., Bentity1, Bentity2, Ientity1, I, O), (c) made detection of nested entities easier, and (d) enabled the models to jointly learn NER-specific features from a large number of datasets. We performed extensive experiments of this KGQA formulation on the biomedical datasets, and through the experiments, we showed when knowledge improved named entity recognition. We analyzed the effect of the task formulation, the impact of the different knowledge contexts, the multi-task aspect of the generic format, and the generalization ability of KGQA. We also probed the model to better understand the key contributors for these improvements.\n
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\n\n \n \n \n \n \n Interviewer-Candidate Role Play: Towards Developing Real-World NLP Systems.\n \n \n \n\n\n \n Varshney, N.; Mishra, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2107.00315. 2021.\n
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@article{varshney2021interviewer,\n title={Interviewer-Candidate Role Play: Towards Developing Real-World NLP Systems},\n author={Varshney, Neeraj and Mishra, Swaroop and Baral, Chitta},\n journal={arXiv preprint arXiv:2107.00315},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n \n Commonsense Reasoning with Implicit Knowledge in Natural Language.\n \n \n \n \n\n\n \n Banerjee, P.; Mishra, S.; Pal, K. K.; Mitra, A.; and Baral, C.\n\n\n \n\n\n\n In
3rd Conference on Automated Knowledge Base Construction, 2021. \n
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@inproceedings{\nbanerjee2021commonsense,\ntitle={Commonsense Reasoning with Implicit Knowledge in Natural Language},\nauthor={Pratyay Banerjee and Swaroop Mishra and Kuntal Kumar Pal and Arindam Mitra and Chitta Baral},\nbooktitle={3rd Conference on Automated Knowledge Base Construction},\nyear={2021},\nurl={https://openreview.net/forum?id=a4-fFL7aCi0}\n}\n\n
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\n\n \n \n \n \n \n Constructing Flow Graphs from Procedural Cybersecurity Texts.\n \n \n \n\n\n \n Pal, K. K.; Kashihara, K.; Banerjee, P.; Mishra, S.; Wang, R.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2105.14357. 2021.\n
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@article{pal2021constructing,\n title={Constructing Flow Graphs from Procedural Cybersecurity Texts},\n author={Pal, Kuntal Kumar and Kashihara, Kazuaki and Banerjee, Pratyay and Mishra, Swaroop and Wang, Ruoyu and Baral, Chitta},\n journal={arXiv preprint arXiv:2105.14357},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction.\n \n \n \n\n\n \n Shen, M.; Banerjee, P.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2105.12392. 2021.\n
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@article{shen2021unsupervised,\n title={Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction},\n author={Shen, Ming and Banerjee, Pratyay and Baral, Chitta},\n journal={arXiv preprint arXiv:2105.12392},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images.\n \n \n \n\n\n \n Sampat, S. K.; Kumar, A.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2104.05981. 2021.\n
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@article{sampat2021clevr_hyp,\n title={CLEVR\\_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images},\n author={Sampat, Shailaja Keyur and Kumar, Akshay and Yang, Yezhou and Baral, Chitta},\n journal={arXiv preprint arXiv:2104.05981},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks.\n \n \n \n\n\n \n Luo, M.; Sampat, S. K.; Tallman, R.; Zeng, Y.; Vancha, M.; Sajja, A.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2103.15022. 2021.\n
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@article{luo2021just,\n title={'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks},\n author={Luo, Man and Sampat, Shailaja Keyur and Tallman, Riley and Zeng, Yankai and Vancha, Manuha and Sajja, Akarshan and Baral, Chitta},\n journal={arXiv preprint arXiv:2103.15022},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n Variable Name Recovery in Decompiled Binary Code using Constrained Masked Language Modeling.\n \n \n \n\n\n \n Banerjee, P.; Pal, K. K.; Wang, F.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2103.12801. 2021.\n
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@article{banerjee2021variable,\n title={Variable Name Recovery in Decompiled Binary Code using Constrained Masked Language Modeling},\n author={Banerjee, Pratyay and Pal, Kuntal Kumar and Wang, Fish and Baral, Chitta},\n journal={arXiv preprint arXiv:2103.12801},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n Self-supervised test-time learning for reading comprehension.\n \n \n \n\n\n \n Banerjee, P.; Gokhale, T.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2103.11263. 2021.\n
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@article{banerjee2021self,\n title={Self-supervised test-time learning for reading comprehension},\n author={Banerjee, Pratyay and Gokhale, Tejas and Baral, Chitta},\n journal={arXiv preprint arXiv:2103.11263},\n year={2021}\n}\n\n
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\n\n \n \n \n \n \n Weakly Supervised Relative Spatial Reasoning for Visual Question Answering.\n \n \n \n\n\n \n Banerjee, P.; Gokhale, T.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n In
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 1908-1918, October 2021. \n
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@InProceedings{Banerjee_2021_ICCV,\n author = {Banerjee, Pratyay and Gokhale, Tejas and Yang, Yezhou and Baral, Chitta},\n title = {Weakly Supervised Relative Spatial Reasoning for Visual Question Answering},\n booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},\n month = {October},\n year = {2021},\n pages = {1908-1918}\n}\n\n
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\n \n 2020\n \n \n (9)\n \n \n
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\n\n \n \n \n \n \n WeaQA: Weak supervision via captions for visual question answering.\n \n \n \n\n\n \n Banerjee, P.; Gokhale, T.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2012.02356. 2020.\n
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@article{banerjee2020weaqa,\n title={WeaQA: Weak supervision via captions for visual question answering},\n author={Banerjee, Pratyay and Gokhale, Tejas and Yang, Yezhou and Baral, Chitta},\n journal={arXiv preprint arXiv:2012.02356},\n year={2020}\n}\n\n
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\n\n \n \n \n \n \n Attribute-guided adversarial training for robustness to natural perturbations.\n \n \n \n\n\n \n Gokhale, T.; Anirudh, R.; Kailkhura, B.; Thiagarajan, J. J; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2012.01806. 2020.\n
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@article{gokhale2020attribute,\n title={Attribute-guided adversarial training for robustness to natural perturbations},\n author={Gokhale, Tejas and Anirudh, Rushil and Kailkhura, Bhavya and Thiagarajan, Jayaraman J and Baral, Chitta and Yang, Yezhou},\n journal={arXiv preprint arXiv:2012.01806},\n year={2020}\n}\n\n
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\n\n \n \n \n \n \n It's better to say\" I can't answer\" than answering incorrectly: Towards Safety critical NLP systems.\n \n \n \n\n\n \n Varshney, N.; Mishra, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2008.09371. 2020.\n
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@article{varshney2020s,\n title={It's better to say" I can't answer" than answering incorrectly: Towards Safety critical NLP systems},\n author={Varshney, Neeraj and Mishra, Swaroop and Baral, Chitta},\n journal={arXiv preprint arXiv:2008.09371},\n year={2020}\n}\n\n
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\n\n \n \n \n \n \n Mutant: A training paradigm for out-of-distribution generalization in visual question answering.\n \n \n \n\n\n \n Gokhale, T.; Banerjee, P.; Baral, C.; and Yang, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:2009.08566. 2020.\n
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@article{gokhale2020mutant,\n title={Mutant: A training paradigm for out-of-distribution generalization in visual question answering},\n author={Gokhale, Tejas and Banerjee, Pratyay and Baral, Chitta and Yang, Yezhou},\n journal={arXiv preprint arXiv:2009.08566},\n year={2020}\n}\n\n
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\n\n \n \n \n \n \n \n Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner's Perspective.\n \n \n \n \n\n\n \n Mitra, A.; Narayana, S.; and Baral, C.\n\n\n \n\n\n\n In
Proceedings of the Fourth Workshop on Structured Prediction for NLP, pages 102–111, Online, November 2020. Association for Computational Linguistics\n
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@inproceedings{mitra-etal-2020-deeply,\n title = "Deeply Embedded Knowledge Representation {\\&} Reasoning For Natural Language Question Answering: A Practitioner{'}s Perspective",\n author = "Mitra, Arindam and\n Narayana, Sanjay and\n Baral, Chitta",\n booktitle = "Proceedings of the Fourth Workshop on Structured Prediction for NLP",\n month = nov,\n year = "2020",\n address = "Online",\n publisher = "Association for Computational Linguistics",\n url = "https://aclanthology.org/2020.spnlp-1.12",\n doi = "10.18653/v1/2020.spnlp-1.12",\n pages = "102--111",\n abstract = "Successful application of Knowledge Representation and Reasoning (KR) in Natural Language Understanding (NLU) is largely limited by the availability of a robust and general purpose natural language parser. Even though several projects have been launched in the pursuit of developing a universal meaning representation language, the existence of an accurate universal parser is far from reality. This has severely limited the application of knowledge representation and reasoning (KR) in the field of NLP and also prevented a proper evaluation of KR based NLU systems. Our goal is to build KR based systems for Natural Language Understanding without relying on a parser. Towards this we propose a method named Deeply Embedded Knowledge Representation {\\&} Reasoning (DeepEKR) where we replace the parser by a neural network, soften the symbolic representation so that a deterministic mapping exists between the parser neural network and the interpretable logical form, and finally replace the symbolic solver by an equivalent neural network, so the model can be trained end-to-end. We evaluate our method with respect to the task of Qualitative Word Problem Solving on the two available datasets (QuaRTz and QuaRel). Our system achieves same accuracy as that of the state-of-the-art accuracy on QuaRTz, outperforms the state-of-the-art on QuaRel and severely outperforms a traditional KR based system. The results show that the bias introduced by a KR solution does not prevent it from doing a better job at the end task. Moreover, our method is interpretable due to the bias introduced by the KR approach.",\n}\n\n
\n\n\n
\n Successful application of Knowledge Representation and Reasoning (KR) in Natural Language Understanding (NLU) is largely limited by the availability of a robust and general purpose natural language parser. Even though several projects have been launched in the pursuit of developing a universal meaning representation language, the existence of an accurate universal parser is far from reality. This has severely limited the application of knowledge representation and reasoning (KR) in the field of NLP and also prevented a proper evaluation of KR based NLU systems. Our goal is to build KR based systems for Natural Language Understanding without relying on a parser. Towards this we propose a method named Deeply Embedded Knowledge Representation & Reasoning (DeepEKR) where we replace the parser by a neural network, soften the symbolic representation so that a deterministic mapping exists between the parser neural network and the interpretable logical form, and finally replace the symbolic solver by an equivalent neural network, so the model can be trained end-to-end. We evaluate our method with respect to the task of Qualitative Word Problem Solving on the two available datasets (QuaRTz and QuaRel). Our system achieves same accuracy as that of the state-of-the-art accuracy on QuaRTz, outperforms the state-of-the-art on QuaRel and severely outperforms a traditional KR based system. The results show that the bias introduced by a KR solution does not prevent it from doing a better job at the end task. Moreover, our method is interpretable due to the bias introduced by the KR approach.\n
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\n\n \n \n \n \n \n Dqi: A guide to benchmark evaluation.\n \n \n \n\n\n \n Mishra, S.; Arunkumar, A.; Sachdeva, B.; Bryan, C.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2008.03964. 2020.\n
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@article{mishra2020dqi,\n title={Dqi: A guide to benchmark evaluation},\n author={Mishra, Swaroop and Arunkumar, Anjana and Sachdeva, Bhavdeep and Bryan, Chris and Baral, Chitta},\n journal={arXiv preprint arXiv:2008.03964},\n year={2020}\n}\n\n
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\n\n \n \n \n \n \n Our evaluation metric needs an update to encourage generalization.\n \n \n \n\n\n \n Mishra, S.; Arunkumar, A.; Bryan, C.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2007.06898. 2020.\n
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@article{mishra2020our,\n title={Our evaluation metric needs an update to encourage generalization},\n author={Mishra, Swaroop and Arunkumar, Anjana and Bryan, Chris and Baral, Chitta},\n journal={arXiv preprint arXiv:2007.06898},\n year={2020}\n}\n\n
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\n\n \n \n \n \n \n Visuo-Linguistic Question Answering (VLQA) Challenge.\n \n \n \n\n\n \n Sampat, S. K.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:2005.00330. 2020.\n
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@article{sampat2020visuo,\n title={Visuo-Linguistic Question Answering (VLQA) Challenge},\n author={Sampat, Shailaja Keyur and Yang, Yezhou and Baral, Chitta},\n journal={arXiv preprint arXiv:2005.00330},\n year={2020}\n}\n\n\n
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\n \n 2019\n \n \n (12)\n \n \n
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\n\n \n \n \n \n \n Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming.\n \n \n \n\n\n \n Mitra, A.; Clark, P.; Tafjord, O.; and Baral, C.\n\n\n \n\n\n\n . 2019.\n
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@article{mitra2019declarative,\n title={Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming},\n author={Mitra, Arindam and Clark, Peter and Tafjord, Oyvind and Baral, Chitta},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n Spatial knowledge distillation to aid visual reasoning.\n \n \n \n\n\n \n Aditya, S.; Saha, R.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n In
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), pages 227–235, 2019. IEEE\n
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@inproceedings{aditya2019spatial,\n title={Spatial knowledge distillation to aid visual reasoning},\n author={Aditya, Somak and Saha, Rudra and Yang, Yezhou and Baral, Chitta},\n booktitle={2019 IEEE Winter Conference on Applications of Computer Vision (WACV)},\n pages={227--235},\n year={2019},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Developing and Using Special-Purpose Lexicons for Cohort Selection from Clinical Notes.\n \n \n \n\n\n \n Rawal, S.; Prakash, A.; Adhya, S.; Kulkarni, S.; Anwar, S.; Baral, C.; and Devarakonda, M.\n\n\n \n\n\n\n
arXiv preprint arXiv:1902.09674. 2019.\n
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@article{rawal2019developing,\n title={Developing and Using Special-Purpose Lexicons for Cohort Selection from Clinical Notes},\n author={Rawal, Samarth and Prakash, Ashok and Adhya, Soumya and Kulkarni, Sidharth and Anwar, Saadat and Baral, Chitta and Devarakonda, Murthy},\n journal={arXiv preprint arXiv:1902.09674},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n Understanding Roles and Entities: Datasets and Models for Natural Language Inference.\n \n \n \n\n\n \n Mitra, A.; Shrivastava, I.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:1904.09720. 2019.\n
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@article{mitra2019understanding,\n title={Understanding Roles and Entities: Datasets and Models for Natural Language Inference},\n author={Mitra, Arindam and Shrivastava, Ishan and Baral, Chitta},\n journal={arXiv preprint arXiv:1904.09720},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n Blocksworld Revisited: Learning and Reasoning to Generate Event-Sequences from Image Pairs.\n \n \n \n\n\n \n Gokhale, T.; Sampat, S.; Fang, Z.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:1905.12042. 2019.\n
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@article{gokhale2019blocksworld,\n title={Blocksworld Revisited: Learning and Reasoning to Generate Event-Sequences from Image Pairs},\n author={Gokhale, Tejas and Sampat, Shailaja and Fang, Zhiyuan and Yang, Yezhou and Baral, Chitta},\n journal={arXiv preprint arXiv:1905.12042},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n Cooking With Blocks: A Recipe for Visual Reasoning on Image-Pairs.\n \n \n \n\n\n \n Gokhale, T.; Sampat, S.; Fang, Z.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n In
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pages 5–8, 2019. \n
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@inproceedings{gokhale2019cooking,\n title={Cooking With Blocks: A Recipe for Visual Reasoning on Image-Pairs},\n author={Gokhale, Tejas and Sampat, Shailaja and Fang, Zhiyuan and Yang, Yezhou and Baral, Chitta},\n booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops},\n pages={5--8},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n Integrating Knowledge and Reasoning in Image Understanding.\n \n \n \n\n\n \n Aditya, S.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:1906.09954. 2019.\n
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@article{aditya2019integrating,\n title={Integrating Knowledge and Reasoning in Image Understanding},\n author={Aditya, Somak and Yang, Yezhou and Baral, Chitta},\n journal={arXiv preprint arXiv:1906.09954},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge.\n \n \n \n\n\n \n Prakash, A.; Sharma, A.; Mitra, A.; and Baral, C.\n\n\n \n\n\n\n In
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 6110–6119, 2019. \n
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@inproceedings{prakash2019combining,\n title={Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge},\n author={Prakash, Ashok and Sharma, Arpit and Mitra, Arindam and Baral, Chitta},\n booktitle={Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},\n pages={6110--6119},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n Careful Selection of Knowledge to Solve Open Book Question Answering.\n \n \n \n\n\n \n Banerjee, P.; Pal, K. K.; Mitra, A.; and Baral, C.\n\n\n \n\n\n\n In
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 6120–6129, 2019. \n
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@inproceedings{banerjee2019careful,\n title={Careful Selection of Knowledge to Solve Open Book Question Answering},\n author={Banerjee, Pratyay and Pal, Kuntal Kumar and Mitra, Arindam and Baral, Chitta},\n booktitle={Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},\n pages={6120--6129},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n A Generate-Validate Approach to Answering Questions about Qualitative Relationships.\n \n \n \n\n\n \n Mitra, A.; Baral, C.; Bhattacharjee, A.; and Shrivastava, I.\n\n\n \n\n\n\n
arXiv preprint arXiv:1908.03645. 2019.\n
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@article{mitra2019generate,\n title={A Generate-Validate Approach to Answering Questions about Qualitative Relationships},\n author={Mitra, Arindam and Baral, Chitta and Bhattacharjee, Aurgho and Shrivastava, Ishan},\n journal={arXiv preprint arXiv:1908.03645},\n year={2019}\n}\n\n\n
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\n\n \n \n \n \n \n Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering.\n \n \n \n\n\n \n Mitra, A.; Banerjee, P.; Pal, K. K.; Mishra, S.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:1909.08855. 2019.\n
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@article{mitra2019exploring,\n title={Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering},\n author={Mitra, Arindam and Banerjee, Pratyay and Pal, Kuntal Kumar and Mishra, Swaroop and Baral, Chitta},\n journal={arXiv preprint arXiv:1909.08855},\n year={2019}\n}\n\n\n
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\n \n 2018\n \n \n (8)\n \n \n
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\n\n \n \n \n \n \n Why deep neural networks: A possible theoretical explanation.\n \n \n \n\n\n \n Baral, C.; Fuentes, O.; and Kreinovich, V.\n\n\n \n\n\n\n In
Constraint Programming and Decision Making: Theory and Applications, pages 1–5. Springer, Cham, 2018.\n
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@incollection{baral2018deep,\n title={Why deep neural networks: A possible theoretical explanation},\n author={Baral, Chitta and Fuentes, Olac and Kreinovich, Vladik},\n booktitle={Constraint Programming and Decision Making: Theory and Applications},\n pages={1--5},\n year={2018},\n publisher={Springer, Cham}\n}\n\n\n
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\n\n \n \n \n \n \n Explicit reasoning over end-to-end neural architectures for visual question answering.\n \n \n \n\n\n \n Aditya, S.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n In
Thirty-Second AAAI Conference on Artificial Intelligence, 2018. \n
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@inproceedings{aditya2018explicit,\n title={Explicit reasoning over end-to-end neural architectures for visual question answering},\n author={Aditya, Somak and Yang, Yezhou and Baral, Chitta},\n booktitle={Thirty-Second AAAI Conference on Artificial Intelligence},\n year={2018}\n}\n\n\n
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\n\n \n \n \n \n \n Explicit Reasoning over End-to-End Neural Architectures.\n \n \n \n\n\n \n Aditya, S.; Yang, Y.; and Baral, C.\n\n\n \n\n\n\n . 2018.\n
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@article{aditya2018explicit,\n title={Explicit Reasoning over End-to-End Neural Architectures},\n author={Aditya, Somak and Yang, Yezhou and Baral, Chitta},\n year={2018}\n}\n\n\n
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\n\n \n \n \n \n \n Image understanding using vision and reasoning through scene description graph.\n \n \n \n\n\n \n Aditya, S.; Yang, Y.; Baral, C.; Aloimonos, Y.; and Fermüller, C.\n\n\n \n\n\n\n
Computer Vision and Image Understanding, 173: 33–45. 2018.\n
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\n
@article{aditya2018image,\n title={Image understanding using vision and reasoning through scene description graph},\n author={Aditya, Somak and Yang, Yezhou and Baral, Chitta and Aloimonos, Yiannis and Ferm{\\"u}ller, Cornelia},\n journal={Computer Vision and Image Understanding},\n volume={173},\n pages={33--45},\n year={2018},\n publisher={Academic Press}\n}\n\n\n
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\n\n \n \n \n \n \n Dagstuhl Reports, Vol. 7, Issue 9 ISSN 2192-5283.\n \n \n \n\n\n \n Dawar, A.; Grädel, E.; Kolaitis, P. G; Schwentick, T.; Blanchette, J. C.; Fuhs, C.; Sofronie-Stokkermans, V.; Tinelli, C.; Blackburn, J.; De Cristofaro, E.; and others\n\n\n \n\n\n\n . 2018.\n
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\n
@article{dawar2018dagstuhl,\n title={Dagstuhl Reports, Vol. 7, Issue 9 ISSN 2192-5283},\n author={Dawar, Anuj and Gr{\\"a}del, Erich and Kolaitis, Phokion G and Schwentick, Thomas and Blanchette, Jasmin Christian and Fuhs, Carsten and Sofronie-Stokkermans, Viorica and Tinelli, Cesare and Blackburn, Jeremy and De Cristofaro, Emiliano and others},\n year={2018}\n}\n\n\n
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\n\n \n \n \n \n \n Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct Examples.\n \n \n \n\n\n \n Mitra, A.; and Baral, C.\n\n\n \n\n\n\n
Theory and Practice of Logic Programming, 18(3-4): 623–637. 2018.\n
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@article{mitra2018incremental,\n title={Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct Examples},\n author={Mitra, Arindam and Baral, Chitta},\n journal={Theory and Practice of Logic Programming},\n volume={18},\n number={3-4},\n pages={623--637},\n year={2018},\n publisher={Cambridge University Press}\n}\n\n\n\n\n
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\n\n \n \n \n \n \n Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving.\n \n \n \n\n\n \n Aditya, S.; Yang, Y.; Baral, C.; and Aloimonos, Y.\n\n\n \n\n\n\n In
UAI, pages 238–248, 2018. \n
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@inproceedings{aditya2018combining,\n title={Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving.},\n author={Aditya, Somak and Yang, Yezhou and Baral, Chitta and Aloimonos, Yiannis},\n booktitle={UAI},\n pages={238--248},\n year={2018}\n}\n\n\n
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\n\n \n \n \n \n \n Knowledge Representation and Reasoning in Answering Science Questions: A Case Study for Food Web Questions.\n \n \n \n\n\n \n Mitra, A.; Baral, C.; and Clark, P.\n\n\n \n\n\n\n In
Sixteenth International Conference on Principles of Knowledge Representation and Reasoning, 2018. \n
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@inproceedings{mitra2018knowledge,\n title={Knowledge Representation and Reasoning in Answering Science Questions: A Case Study for Food Web Questions},\n author={Mitra, Arindam and Baral, Chitta and Clark, Peter},\n booktitle={Sixteenth International Conference on Principles of Knowledge Representation and Reasoning},\n year={2018}\n}\n\n\n\n
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\n \n 2017\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n Reactive Maintenance Policies over Equalized States in Dynamic Environments.\n \n \n \n\n\n \n Saribatur, Z. G; Baral, C.; and Eiter, T.\n\n\n \n\n\n\n In
EPIA Conference on Artificial Intelligence, pages 709–723, 2017. Springer, Cham\n
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@inproceedings{saribatur2017reactive,\n title={Reactive Maintenance Policies over Equalized States in Dynamic Environments},\n author={Saribatur, Zeynep G and Baral, Chitta and Eiter, Thomas},\n booktitle={EPIA Conference on Artificial Intelligence},\n pages={709--723},\n year={2017},\n organization={Springer, Cham}\n}\n\n\n
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\n\n \n \n \n \n \n Revision and Updates in Possibly Action-Occurrence-Incomplete Narratives.\n \n \n \n\n\n \n Baral, C.; and Son, T. C.\n\n\n \n\n\n\n In
International Conference on Principles and Practice of Multi-Agent Systems, pages 53–70, 2017. Springer, Cham\n
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\n
@inproceedings{baral2017revision,\n title={Revision and Updates in Possibly Action-Occurrence-Incomplete Narratives},\n author={Baral, Chitta and Son, Tran Cao},\n booktitle={International Conference on Principles and Practice of Multi-Agent Systems},\n pages={53--70},\n year={2017},\n organization={Springer, Cham}\n}\n\n\n
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\n\n \n \n \n \n \n Epistemic planning (Dagstuhl seminar 17231).\n \n \n \n\n\n \n Baral, C.; Bolander, T.; van Ditmarsch, H.; and McIlrath, S.\n\n\n \n\n\n\n In
Dagstuhl Reports, volume 7, 2017. Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik\n
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@inproceedings{baral2017epistemic,\n title={Epistemic planning (Dagstuhl seminar 17231)},\n author={Baral, Chitta and Bolander, Thomas and van Ditmarsch, Hans and McIlrath, Sheila},\n booktitle={Dagstuhl Reports},\n volume={7},\n number={6},\n year={2017},\n organization={Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik}\n}\n\n\n
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\n\n \n \n \n \n \n Ask not what your postdoc can do for you...\n \n \n \n\n\n \n Baral, C.; Chang, S.; Curless, B.; Dasgupta, P.; Hirschberg, J.; and Jones, A.\n\n\n \n\n\n\n
Communications of the ACM, 61(1): 42–44. 2017.\n
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@article{baral2017ask,\n title={Ask not what your postdoc can do for you...},\n author={Baral, Chitta and Chang, Shih-Fu and Curless, Brian and Dasgupta, Partha and Hirschberg, Julia and Jones, Anita},\n journal={Communications of the ACM},\n volume={61},\n number={1},\n pages={42--44},\n year={2017},\n publisher={ACM}\n}\n\n\n
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\n \n 2016\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n Addressing a question answering challenge by combining statistical methods with inductive rule learning and reasoning.\n \n \n \n\n\n \n Mitra, A.; and Baral, C.\n\n\n \n\n\n\n In
Thirtieth AAAI Conference on Artificial Intelligence, 2016. \n
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@inproceedings{mitra2016addressing,\n title={Addressing a question answering challenge by combining statistical methods with inductive rule learning and reasoning},\n author={Mitra, Arindam and Baral, Chitta},\n booktitle={Thirtieth AAAI Conference on Artificial Intelligence},\n year={2016}\n}\n\n\n\n
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\n\n \n \n \n \n \n Answering image riddles using vision and reasoning through probabilistic soft logic.\n \n \n \n\n\n \n Aditya, S.; Yang, Y.; Baral, C.; and Aloimonos, Y.\n\n\n \n\n\n\n
arXiv preprint arXiv:1611.05896. 2016.\n
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@article{aditya2016answering,\n title={Answering image riddles using vision and reasoning through probabilistic soft logic},\n author={Aditya, Somak and Yang, Yezhou and Baral, Chitta and Aloimonos, Yiannis},\n journal={arXiv preprint arXiv:1611.05896},\n year={2016}\n}\n\n\n
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\n\n \n \n \n \n \n On Selecting a Conjunction Operation in Probabilistic Soft Logic.\n \n \n \n\n\n \n Kreinovich, V.; and Baral, C.\n\n\n \n\n\n\n
arXiv preprint arXiv:1611.06631. 2016.\n
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@article{kreinovich2016selecting,\n title={On Selecting a Conjunction Operation in Probabilistic Soft Logic},\n author={Kreinovich, Vladik and Baral, Chitta},\n journal={arXiv preprint arXiv:1611.06631},\n year={2016}\n}\n\n\n
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\n \n 2015\n \n \n (16)\n \n \n
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\n\n \n \n \n \n \n A non-monotonic goal specification language for planning with preferences.\n \n \n \n\n\n \n Son, T. C.; Pontelli, E.; and Baral, C.\n\n\n \n\n\n\n In
Advances in Knowledge Representation, Logic Programming, and Abstract Argumentation, pages 202–217. Springer, Cham, 2015.\n
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@incollection{son2015non,\n title={A non-monotonic goal specification language for planning with preferences},\n author={Son, Tran Cao and Pontelli, Enrico and Baral, Chitta},\n booktitle={Advances in Knowledge Representation, Logic Programming, and Abstract Argumentation},\n pages={202--217},\n year={2015},\n publisher={Springer, Cham}\n}\n\n\n
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\n\n \n \n \n \n \n Exploring the kd45 property of a kripke model after the execution of an action sequence.\n \n \n \n\n\n \n Son, T. C.; Pontelli, E.; Baral, C.; and Gelfond, G.\n\n\n \n\n\n\n In
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015. \n
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@inproceedings{son2015exploring,\n title={Exploring the kd45 property of a kripke model after the execution of an action sequence},\n author={Son, Tran Cao and Pontelli, Enrico and Baral, Chitta and Gelfond, Gregory},\n booktitle={Twenty-Ninth AAAI Conference on Artificial Intelligence},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n Multi-Agent Action Modeling through Action Sequences and Perspective Fluents.\n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Pontelli, E.; and Son, T. C.\n\n\n \n\n\n\n In
2015 AAAI Spring Symposium Series, 2015. \n
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@inproceedings{baral2015multi,\n title={Multi-Agent Action Modeling through Action Sequences and Perspective Fluents},\n author={Baral, Chitta and Gelfond, Gregory and Pontelli, Enrico and Son, Tran Cao},\n booktitle={2015 AAAI Spring Symposium Series},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n Visual commonsense for scene understanding using perception, semantic parsing and reasoning.\n \n \n \n\n\n \n Aditya, S.; Yang, Y.; Baral, C.; Fermuller, C.; and Aloimonos, Y.\n\n\n \n\n\n\n In
2015 AAAI Spring Symposium Series, 2015. \n
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@inproceedings{aditya2015visual,\n title={Visual commonsense for scene understanding using perception, semantic parsing and reasoning},\n author={Aditya, Somak and Yang, Yezhou and Baral, Chitta and Fermuller, Cornelia and Aloimonos, Yiannis},\n booktitle={2015 AAAI Spring Symposium Series},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n A hybrid approach of classifier and clustering for solving the missing node problem.\n \n \n \n\n\n \n Sina, S.; Rosenfeld, A.; Kraus, S.; and Akiva, N.\n\n\n \n\n\n\n In
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015. \n
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@inproceedings{sina2015hybrid,\n title={A hybrid approach of classifier and clustering for solving the missing node problem},\n author={Sina, Sigal and Rosenfeld, Avi and Kraus, Sarit and Akiva, Navot},\n booktitle={Twenty-Ninth AAAI Conference on Artificial Intelligence},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n Knowledge representation and reasoning: What’s hot.\n \n \n \n\n\n \n Baral, C.; and De Giacomo, G.\n\n\n \n\n\n\n In
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015. \n
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@inproceedings{baral2015knowledge,\n title={Knowledge representation and reasoning: What’s hot},\n author={Baral, Chitta and De Giacomo, Giuseppe},\n booktitle={Twenty-Ninth AAAI Conference on Artificial Intelligence},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n Recognizing social constructs from textual conversation.\n \n \n \n\n\n \n Aditya, S.; Baral, C.; Vo, N. H.; Lee, J.; Ye, J.; Naung, Z.; Lumpkin, B.; Hastings, J.; Scherl, R.; Sweet, D. M; and others\n\n\n \n\n\n\n In
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 1293–1298, 2015. \n
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@inproceedings{aditya2015recognizing,\n title={Recognizing social constructs from textual conversation},\n author={Aditya, Somak and Baral, Chitta and Vo, Nguyen Ha and Lee, Joohyung and Ye, Jieping and Naung, Zaw and Lumpkin, Barry and Hastings, Jenny and Scherl, Richard and Sweet, Dawn M and others},\n booktitle={Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},\n pages={1293--1298},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n Identifying various kinds of event mentions in k-parser output.\n \n \n \n\n\n \n Sharma, A.; Vo, N.; Aditya, S.; and Baral, C.\n\n\n \n\n\n\n In
Proceedings of the The 3rd Workshop on EVENTS: Definition, Detection, Coreference, and Representation, pages 82–88, 2015. \n
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@inproceedings{sharma2015identifying,\n title={Identifying various kinds of event mentions in k-parser output},\n author={Sharma, Arpit and Vo, Nguyen and Aditya, Somak and Baral, Chitta},\n booktitle={Proceedings of the The 3rd Workshop on EVENTS: Definition, Detection, Coreference, and Representation},\n pages={82--88},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n Towards addressing the Winograd Schema Challenge—building and using a semantic parser and a knowledge hunting module.\n \n \n \n\n\n \n Sharma, A.; Vo, N. H; Aditya, S.; and Baral, C.\n\n\n \n\n\n\n In
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015. \n
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@inproceedings{sharma2015towards,\n title={Towards addressing the Winograd Schema Challenge—building and using a semantic parser and a knowledge hunting module},\n author={Sharma, Arpit and Vo, Nguyen H and Aditya, Somak and Baral, Chitta},\n booktitle={Twenty-Fourth International Joint Conference on Artificial Intelligence},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n Learning to automatically solve logic grid puzzles.\n \n \n \n\n\n \n Mitra, A.; and Baral, C.\n\n\n \n\n\n\n In
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pages 1023–1033, 2015. \n
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@inproceedings{mitra2015learning,\n title={Learning to automatically solve logic grid puzzles},\n author={Mitra, Arindam and Baral, Chitta},\n booktitle={Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing},\n pages={1023--1033},\n year={2015}\n}\n\n\n
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\n\n \n \n \n \n \n “Add Another Blue Stack of the Same Height!”: ASP Based Planning and Plan Failure Analysis.\n \n \n \n\n\n \n Baral, C.; and Son, T. C.\n\n\n \n\n\n\n In
International Conference on Logic Programming and Nonmonotonic Reasoning, pages 127–133, 2015. Springer, Cham\n
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@inproceedings{baral2015add,\n title={“Add Another Blue Stack of the Same Height!”: ASP Based Planning and Plan Failure Analysis},\n author={Baral, Chitta and Son, Tran Cao},\n booktitle={International Conference on Logic Programming and Nonmonotonic Reasoning},\n pages={127--133},\n year={2015},\n organization={Springer, Cham}\n}\n\n\n
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\n\n \n \n \n \n \n An action language for multi-agent domains: Foundations.\n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Pontelli, E.; and Son, T. C.\n\n\n \n\n\n\n
arXiv preprint arXiv:1511.01960. 2015.\n
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@article{baral2015action,\n title={An action language for multi-agent domains: Foundations},\n author={Baral, Chitta and Gelfond, Gregory and Pontelli, Enrico and Son, Tran Cao},\n journal={arXiv preprint arXiv:1511.01960},\n year={2015}\n}\n\n
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\n\n \n \n \n \n \n From images to sentences through scene description graphs using commonsense reasoning and knowledge. arXiv: 151103292.\n \n \n \n\n\n \n Aditya, S; Yang, Y; Baral, C; Fermuller, C; and Aloimonos, Y\n\n\n \n\n\n\n . 2015.\n
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@article{aditya2015images,\n title={From images to sentences through scene description graphs using commonsense reasoning and knowledge. arXiv: 151103292},\n author={Aditya, S and Yang, Y and Baral, C and Fermuller, C and Aloimonos, Y},\n year={2015}\n}\n\n
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\n\n \n \n \n \n \n \" Offizielle\" elektronische Version der Publikation (entsprechend ihrem Digital Object Identifier-DOI).\n \n \n \n\n\n \n Bajraktari, E; Lechleitner, J; and Mahdavi, A\n\n\n \n\n\n\n
Energy Procedia, 78: 140–145. 2015.\n
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@article{bajraktari2015offizielle,\n title={" Offizielle" elektronische Version der Publikation (entsprechend ihrem Digital Object Identifier-DOI)},\n author={Bajraktari, E and Lechleitner, J and Mahdavi, A},\n journal={Energy Procedia},\n volume={78},\n pages={140--145},\n year={2015}\n}\n\n\n
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\n \n 2014\n \n \n (10)\n \n \n
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\n\n \n \n \n \n \n Pathway specification and comparative queries: a high level language with petri net semantics.\n \n \n \n\n\n \n Anwar, S.; and Baral, C.\n\n\n \n\n\n\n In
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014. \n
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@inproceedings{anwar2014pathway,\n title={Pathway specification and comparative queries: a high level language with petri net semantics},\n author={Anwar, Saadat and Baral, Chitta},\n booktitle={Twenty-Eighth AAAI Conference on Artificial Intelligence},\n year={2014}\n}\n\n\n
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\n\n \n \n \n \n \n Finitary S5-theories.\n \n \n \n\n\n \n Son, T. C.; Pontelli, E.; Baral, C.; and Gelfond, G.\n\n\n \n\n\n\n In
European Workshop on Logics in Artificial Intelligence, pages 239–252, 2014. Springer, Cham\n
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@inproceedings{son2014finitary,\n title={Finitary S5-theories},\n author={Son, Tran Cao and Pontelli, Enrico and Baral, Chitta and Gelfond, Gregory},\n booktitle={European Workshop on Logics in Artificial Intelligence},\n pages={239--252},\n year={2014},\n organization={Springer, Cham}\n}\n\n\n
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\n\n \n \n \n \n \n Simulation-Based Reasoning about Biological Pathways Using Petri Nets and ASP.\n \n \n \n\n\n \n Anwar, S.; Baral, C.; and Inoue, K.\n\n\n \n\n\n\n
Logical Modeling of Biological Systems,207–243. 2014.\n
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@article{anwar2014simulation,\n title={Simulation-Based Reasoning about Biological Pathways Using Petri Nets and ASP},\n author={Anwar, Saadat and Baral, Chitta and Inoue, Katsumi},\n journal={Logical Modeling of Biological Systems},\n pages={207--243},\n year={2014},\n publisher={John Wiley \\& Sons, Inc. Hoboken, NJ, USA}\n}\n\n\n
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\n\n \n \n \n \n \n Proceedings, Fourteenth International Conference on Principles of Knowledge Representation and Reasoning.\n \n \n \n\n\n \n Baral, C.; Giacomo, G. D.; and Eiter, T.\n\n\n \n\n\n\n . 2014.\n
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@article{baral2014proceedings,\n title={Proceedings, Fourteenth International Conference on Principles of Knowledge Representation and Reasoning},\n author={Baral, Chitta and Giacomo, Giuseppe De and Eiter, Thomas},\n year={2014},\n publisher={AAAI Press}\n}\n\n\n
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\n\n \n \n \n \n \n Cancer pathways: Automatic extraction, representation, and reasoning in the'big data'era.\n \n \n \n\n\n \n Gonzalez, G.; Baral, C.; Kiefer, J.; Kim, S.; and Ye, J.\n\n\n \n\n\n\n In
Pacific Symposium on Biocomputing Co-Chairs, pages 80–83, 2014. \n
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\n
@inproceedings{gonzalez2014cancer,\n title={Cancer pathways: Automatic extraction, representation, and reasoning in the'big data'era},\n author={Gonzalez, Graciela and Baral, Chitta and Kiefer, Jeff and Kim, Seungchan and Ye, Jieping},\n booktitle={Pacific Symposium on Biocomputing Co-Chairs},\n pages={80--83},\n year={2014}\n}\n\n\n
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\n\n \n \n \n \n \n Datalog+/-: Questions and answers.\n \n \n \n\n\n \n Gottlob, G.; Lukasiewicz, T.; and Pieris, A.\n\n\n \n\n\n\n In
Fourteenth International Conference on the Principles of Knowledge Representation and Reasoning, 2014. \n
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@inproceedings{gottlob2014datalog+,\n title={Datalog+/-: Questions and answers},\n author={Gottlob, Georg and Lukasiewicz, Thomas and Pieris, Andreas},\n booktitle={Fourteenth International Conference on the Principles of Knowledge Representation and Reasoning},\n year={2014}\n}\n\n\n
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\n\n \n \n \n \n \n Translating simple legal text to formal representations.\n \n \n \n\n\n \n Gaur, S.; Vo, N. H; Kashihara, K.; and Baral, C.\n\n\n \n\n\n\n In
JSAI International Symposium on Artificial Intelligence, pages 259–273, 2014. Springer, Berlin, Heidelberg\n
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@inproceedings{gaur2014translating,\n title={Translating simple legal text to formal representations},\n author={Gaur, Shruti and Vo, Nguyen H and Kashihara, Kazuaki and Baral, Chitta},\n booktitle={JSAI International Symposium on Artificial Intelligence},\n pages={259--273},\n year={2014},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Area Chairs and Program Committee.\n \n \n \n\n\n \n Baral, C.; De Giacomo, G.; and Eiter, T.\n\n\n \n\n\n\n In
Fourteenth International Conference on the Principles of Knowledge Representation and Reasoning, 2014. \n
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@inproceedings{baral2014area,\n title={Area Chairs and Program Committee},\n author={Baral, Chitta and De Giacomo, Giuseppe and Eiter, Thomas},\n booktitle={Fourteenth International Conference on the Principles of Knowledge Representation and Reasoning},\n year={2014}\n}\n\n\n
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\n\n \n \n \n \n \n CANCER PANOMICS: COMPUTATIONAL METHODS AND INFRASTRUCTURE FOR INTEGRATIVE ANALYSIS OF CANCER HIGH-THROUGHPUT “OMICS” DATA.\n \n \n \n\n\n \n BRUNAK, S.; VEGA, F. M D. L.; MARGOLIN, A.; RAPHAEL, B. J; RÄTSCH, G.; and STUART, J. M\n\n\n \n\n\n\n In
Pacific Symposium on Biocomputing Co-Chairs, pages 8–9, 2014. \n
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\n
@inproceedings{brunak2014cancer,\n title={CANCER PANOMICS: COMPUTATIONAL METHODS AND INFRASTRUCTURE FOR INTEGRATIVE ANALYSIS OF CANCER HIGH-THROUGHPUT “OMICS” DATA},\n author={BRUNAK, S{\\O}REN and VEGA, FRANCISCO M DE LA and MARGOLIN, ADAM and RAPHAEL, BENJAMIN J and R{\\"A}TSCH, GUNNAR and STUART, JOSHUA M},\n booktitle={Pacific Symposium on Biocomputing Co-Chairs},\n pages={8--9},\n year={2014}\n}\n\n\n\n
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\n \n 2013\n \n \n (9)\n \n \n
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\n\n \n \n \n \n \n 2012 Index IEEE Transactions on Knowledge and Data Engineering Vol. 24.\n \n \n \n\n\n \n Abiteboul, S.; Adomavicius, G.; Agarwal, P. K; An, A.; Angelov, P.; Angiulli, F.; Assent, I.; Babri, H. A; Banerjee, A.; Bao, S.; and others\n\n\n \n\n\n\n
IEEE Transactions on Knowledge and Data Engineering, 25(1): 1. 2013.\n
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@article{abiteboul20132012,\n title={2012 Index IEEE Transactions on Knowledge and Data Engineering Vol. 24},\n author={Abiteboul, Serge and Adomavicius, Gediminas and Agarwal, Pankaj K and An, Aijun and Angelov, Plamen and Angiulli, Fabrizio and Assent, Ira and Babri, Haroon A and Banerjee, Arindam and Bao, Shenghua and others},\n journal={IEEE Transactions on Knowledge and Data Engineering},\n volume={25},\n number={1},\n pages={1},\n year={2013}\n}\n\n\n
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\n\n \n \n \n \n \n Encoding higher level extensions of petri nets in answer set programming.\n \n \n \n\n\n \n Anwar, S.; Baral, C.; and Inoue, K.\n\n\n \n\n\n\n In
International Conference on Logic Programming and Nonmonotonic Reasoning, pages 116–121, 2013. Springer, Berlin, Heidelberg\n
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@inproceedings{anwar2013encoding,\n title={Encoding higher level extensions of petri nets in answer set programming},\n author={Anwar, Saadat and Baral, Chitta and Inoue, Katsumi},\n booktitle={International Conference on Logic Programming and Nonmonotonic Reasoning},\n pages={116--121},\n year={2013},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Encoding Petri Nets in Answer Set Programming for Simulation Based Reasoning.\n \n \n \n\n\n \n Anwar, S.; ASU, C. B.; and Inoue, K.\n\n\n \n\n\n\n . 2013.\n
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@article{anwar2013encoding,\n title={Encoding Petri Nets in Answer Set Programming for Simulation Based Reasoning},\n author={Anwar, Saadat and ASU, Chitta Baral and Inoue, Katsumi},\n year={2013}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about the beliefs of agents in multi-agent domains in the presence of state constraints: The action language mal.\n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Pontelli, E.; and Son, T. C.\n\n\n \n\n\n\n In
International Workshop on Computational Logic in Multi-Agent Systems, pages 290–306, 2013. Springer, Berlin, Heidelberg\n
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@inproceedings{baral2013reasoning,\n title={Reasoning about the beliefs of agents in multi-agent domains in the presence of state constraints: The action language mal},\n author={Baral, Chitta and Gelfond, Gregory and Pontelli, Enrico and Son, Tran Cao},\n booktitle={International Workshop on Computational Logic in Multi-Agent Systems},\n pages={290--306},\n year={2013},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n The NL2KR system.\n \n \n \n\n\n \n Baral, C.; Dzifcak, J.; Kumbhare, K.; and Vo, N. H\n\n\n \n\n\n\n
Language Processing and Automated Reasoning (NLPAR), 2013. 2013.\n
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@article{baral2013nl2kr,\n title={The NL2KR system},\n author={Baral, Chitta and Dzifcak, Juraj and Kumbhare, Kanchan and Vo, Nguyen H},\n journal={Language Processing and Automated Reasoning (NLPAR)},\n volume={2013},\n year={2013}\n}\n\n\n\n
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\n\n \n \n \n \n \n Research Challenges and Opportunities in Knowledge Representation.\n \n \n \n\n\n \n Noy, N.; McGuinness, D.; Amir, E.; Baral, C.; Beetz, M.; Bechhofer, S.; Boutilier, C.; Cohn, A.; de Kleer, J.; Dumontier, M.; and others\n\n\n \n\n\n\n . 2013.\n
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@article{noy2013research,\n title={Research Challenges and Opportunities in Knowledge Representation},\n author={Noy, Natasha and McGuinness, Deborah and Amir, Eyal and Baral, Chitta and Beetz, Michael and Bechhofer, Sean and Boutilier, Craig and Cohn, Anthony and de Kleer, Johan and Dumontier, Michel and others},\n year={2013}\n}\n\n\n
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\n\n \n \n \n \n \n OF CONCURRENT AND NON-DETERMINISTIC ACTIONS.\n \n \n \n\n\n \n BARAL, C.; GELFOND, M.; and OCCURRENCES, H.\n\n\n \n\n\n\n
Dynamic Worlds: From the Frame Problem to Knowledge Management, 12: 73. 2013.\n
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@article{baral2013concurrent,\n title={OF CONCURRENT AND NON-DETERMINISTIC ACTIONS},\n author={BARAL, CHITTA and GELFOND, MICHAEL and OCCURRENCES, HYPOTHETICAL},\n journal={Dynamic Worlds: From the Frame Problem to Knowledge Management},\n volume={12},\n pages={73},\n year={2013},\n publisher={Springer Science \\& Business Media}\n}\n\n\n
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\n\n \n \n \n \n \n Proceedings of the 1st Workshop on Natural Language Processing and Automated Reasoning (NLPAR) 2013.\n \n \n \n\n\n \n Baral, C.; and Schüller, P.\n\n\n \n\n\n\n
Unknown Journal, 1044: i. 2013.\n
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@article{baral2013proceedings,\n title={Proceedings of the 1st Workshop on Natural Language Processing and Automated Reasoning (NLPAR) 2013},\n author={Baral, Chitta and Sch{\\"u}ller, Peter},\n journal={Unknown Journal},\n volume={1044},\n pages={i},\n year={2013},\n publisher={Scanning Microscopy International}\n}\n\n\n
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\n \n 2012\n \n \n (9)\n \n \n
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\n\n \n \n \n \n \n A.(2006).\n \n \n \n\n\n \n Erdem, B.\n\n\n \n\n\n\n
Türkiye’de Tütün Politikaları ve Tütün Üreticisinin Durumu–Tütün Sen Raporu. 2012.\n
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@article{erdem20122006,\n title={A.(2006)},\n author={Erdem, B{\\"u}lent},\n journal={T{\\"u}rkiye’de T{\\"u}t{\\"u}n Politikalar{\\i} ve T{\\"u}t{\\"u}n {\\"U}reticisinin Durumu--T{\\"u}t{\\"u}n Sen Raporu},\n year={2012}\n}\n\n\n
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\n\n \n \n \n \n \n A SNPshot of PubMed to associate genetic variants with drugs, diseases, and adverse reactions.\n \n \n \n\n\n \n Hakenberg, J.; Voronov, D.; Nguyên, V. H.; Liang, S.; Anwar, S.; Lumpkin, B.; Leaman, R.; Tari, L.; and Baral, C.\n\n\n \n\n\n\n
Journal of biomedical informatics, 45(5): 842–850. 2012.\n
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@article{hakenberg2012snpshot,\n title={A SNPshot of PubMed to associate genetic variants with drugs, diseases, and adverse reactions},\n author={Hakenberg, J{\\"o}rg and Voronov, Dmitry and Nguy{\\^e}n, V{\\~o} H{\\`a} and Liang, Shanshan and Anwar, Saadat and Lumpkin, Barry and Leaman, Robert and Tari, Luis and Baral, Chitta},\n journal={Journal of biomedical informatics},\n volume={45},\n number={5},\n pages={842--850},\n year={2012},\n publisher={Academic Press}\n}\n\n\n
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\n\n \n \n \n \n \n An action language for reasoning about beliefs in multi-agent domains.\n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Pontelli, E.; and Son, T. C.\n\n\n \n\n\n\n In
Proceedings of the 14th international workshop on non-monotonic reasoning, volume 4, 2012. \n
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@inproceedings{baral2012action,\n title={An action language for reasoning about beliefs in multi-agent domains},\n author={Baral, Chitta and Gelfond, Gregory and Pontelli, Enrico and Son, Tran Cao},\n booktitle={Proceedings of the 14th international workshop on non-monotonic reasoning},\n volume={4},\n year={2012}\n}\n\n\n
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\n\n \n \n \n \n \n The inverse lambda calculus algorithm for typed first order logic lambda calculus and its application to translating english to fol.\n \n \n \n\n\n \n Baral, C.; Gonzalez, M. A.; and Gottesman, A.\n\n\n \n\n\n\n In
Correct Reasoning, pages 40–56. Springer, Berlin, Heidelberg, 2012.\n
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@incollection{baral2012inverse,\n title={The inverse lambda calculus algorithm for typed first order logic lambda calculus and its application to translating english to fol},\n author={Baral, Chitta and Gonzalez, Marcos Alvarez and Gottesman, Aaron},\n booktitle={Correct Reasoning},\n pages={40--56},\n year={2012},\n publisher={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n From knowledge represented in frame-based languages to declarative representation and reasoning via ASP.\n \n \n \n\n\n \n Baral, C.; and Liang, S.\n\n\n \n\n\n\n In
Thirteenth International Conference on the Principles of Knowledge Representation and Reasoning, 2012. \n
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@inproceedings{baral2012knowledge,\n title={From knowledge represented in frame-based languages to declarative representation and reasoning via ASP},\n author={Baral, Chitta and Liang, Shanshan},\n booktitle={Thirteenth International Conference on the Principles of Knowledge Representation and Reasoning},\n year={2012}\n}\n\n\n
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\n\n \n \n \n \n \n Answer set programming and planning with knowledge and world-altering actions in multiple agent domains.\n \n \n \n\n\n \n Pontelli, E.; Son, T. C.; Baral, C.; and Gelfond, G.\n\n\n \n\n\n\n In
Correct Reasoning, pages 509–526. Springer, Berlin, Heidelberg, 2012.\n
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@incollection{pontelli2012answer,\n title={Answer set programming and planning with knowledge and world-altering actions in multiple agent domains},\n author={Pontelli, Enrico and Son, Tran Cao and Baral, Chitta and Gelfond, Gregory},\n booktitle={Correct Reasoning},\n pages={509--526},\n year={2012},\n publisher={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Identifying novel drug indications through automated reasoning.\n \n \n \n\n\n \n Tari, L.; Vo, N.; Liang, S.; Patel, J.; Baral, C.; and Cai, J.\n\n\n \n\n\n\n
PloS one, 7(7): e40946. 2012.\n
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@article{tari2012identifying,\n title={Identifying novel drug indications through automated reasoning},\n author={Tari, Luis and Vo, Nguyen and Liang, Shanshan and Patel, Jagruti and Baral, Chitta and Cai, James},\n journal={PloS one},\n volume={7},\n number={7},\n pages={e40946},\n year={2012},\n publisher={Public Library of Science}\n}\n\n\n
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\n
\n\n \n \n \n \n \n Answering why and how questions with respect to a frame-based knowledge base: a preliminary report.\n \n \n \n\n\n \n Baral, C.; Ha Vo, N.; and Liang, S.\n\n\n \n\n\n\n In
Technical Communications of the 28th International Conference on Logic Programming (ICLP'12), 2012. Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik\n
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\n
@inproceedings{baral2012answering,\n title={Answering why and how questions with respect to a frame-based knowledge base: a preliminary report},\n author={Baral, Chitta and Ha Vo, Nguyen and Liang, Shanshan},\n booktitle={Technical Communications of the 28th International Conference on Logic Programming (ICLP'12)},\n year={2012},\n organization={Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik}\n}\n\n\n
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\n\n \n \n \n \n \n Typed answer set programming lambda calculus theories and correctness of inverse lambda algorithms with respect to them.\n \n \n \n\n\n \n Baral, C.; Dzifcak, J.; Gonzalez, M. A; and Gottesman, A.\n\n\n \n\n\n\n
Theory and Practice of Logic Programming, 12(4-5): 775–791. 2012.\n
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\n
@article{baral2012typed,\n title={Typed answer set programming lambda calculus theories and correctness of inverse lambda algorithms with respect to them},\n author={Baral, Chitta and Dzifcak, Juraj and Gonzalez, Marcos A and Gottesman, Aaron},\n journal={Theory and Practice of Logic Programming},\n volume={12},\n number={4-5},\n pages={775--791},\n year={2012},\n publisher={Cambridge University Press}\n}\n\n\n
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\n \n 2011\n \n \n (10)\n \n \n
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\n\n \n \n \n \n \n Towards deep reasoning with respect to natural language text in scientific domains.\n \n \n \n\n\n \n Baral, C.; Liang, S.; and Nguyen, V.\n\n\n \n\n\n\n In
DeepKR Workshop, 2011. Citeseer\n
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\n
@inproceedings{baral2011towards,\n title={Towards deep reasoning with respect to natural language text in scientific domains},\n author={Baral, Chitta and Liang, Shanshan and Nguyen, Vo},\n booktitle={DeepKR Workshop},\n year={2011},\n organization={Citeseer}\n}\n\n\n
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\n\n \n \n \n \n \n P-log: combining nonmonotonic logical and probabilistic reasoning.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; Rushton, J N.; and Zhu, W.\n\n\n \n\n\n\n . 2011.\n
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\n
@article{baral2011p,\n title={P-log: combining nonmonotonic logical and probabilistic reasoning},\n author={Baral, Chitta and Gelfond, Michael and Rushton, J Nelson and Zhu, Weijun},\n year={2011}\n}\n\n\n
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\n\n \n \n \n \n \n Language understanding as a step towards human level intelligence-automatizing the construction of the initial dictionary from example sentences.\n \n \n \n\n\n \n Baral, C.; and Dzifcak, J.\n\n\n \n\n\n\n Technical Report 2011.\n
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\n
@techreport{baral2011language,\n title={Language understanding as a step towards human level intelligence-automatizing the construction of the initial dictionary from example sentences},\n author={Baral, Chitta and Dzifcak, Juraj},\n year={2011}\n}\n\n\n\n
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\n\n \n \n \n \n \n Lessons from efforts to automatically translate english to knowledge representation languages.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n In
Proceedings of the 11th international conference on Logic programming and nonmonotonic reasoning, pages 12–12, 2011. Springer-Verlag\n
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\n
@inproceedings{baral2011lessons,\n title={Lessons from efforts to automatically translate english to knowledge representation languages},\n author={Baral, Chitta},\n booktitle={Proceedings of the 11th international conference on Logic programming and nonmonotonic reasoning},\n pages={12--12},\n year={2011},\n organization={Springer-Verlag}\n}\n\n\n
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\n\n \n \n \n \n \n On representing actions in multi-agent domains.\n \n \n \n\n\n \n Baral, C.; and Gelfond, G.\n\n\n \n\n\n\n In
Logic programming, knowledge representation, and nonmonotonic reasoning, pages 213–232. Springer, Berlin, Heidelberg, 2011.\n
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@incollection{baral2011representing,\n title={On representing actions in multi-agent domains},\n author={Baral, Chitta and Gelfond, Gregory},\n booktitle={Logic programming, knowledge representation, and nonmonotonic reasoning},\n pages={213--232},\n year={2011},\n publisher={Springer, Berlin, Heidelberg}\n}\n\n\n\n
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\n\n \n \n \n \n \n Solving puzzles described in english by automated translation to answer set programming and learning how to do that translation.\n \n \n \n\n\n \n Baral, C.; and Dzifcak, J.\n\n\n \n\n\n\n In
2011 AAAI Fall Symposium Series, 2011. \n
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@inproceedings{baral2011solving,\n title={Solving puzzles described in english by automated translation to answer set programming and learning how to do that translation},\n author={Baral, Chitta and Dzifcak, Juraj},\n booktitle={2011 AAAI Fall Symposium Series},\n year={2011}\n}\n\n\n
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\n\n \n \n \n \n \n Logic programming and uncertainty.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n In
International Conference on Scalable Uncertainty Management, pages 22–37, 2011. Springer, Berlin, Heidelberg\n
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@inproceedings{baral2011logic,\n title={Logic programming and uncertainty},\n author={Baral, Chitta},\n booktitle={International Conference on Scalable Uncertainty Management},\n pages={22--37},\n year={2011},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n \n 2010\n \n \n (14)\n \n \n
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\n\n \n \n \n \n \n Synthesis of pharmacokinetic pathways through knowledge acquisition and automated reasoning.\n \n \n \n\n\n \n Tari, L.; Anwar, S.; Liang, S.; Hakenberg, J.; and Baral, C.\n\n\n \n\n\n\n In
Biocomputing 2010, pages 465–476. 2010.\n
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@incollection{tari2010synthesis,\n title={Synthesis of pharmacokinetic pathways through knowledge acquisition and automated reasoning},\n author={Tari, Luis and Anwar, Saadat and Liang, Shanshan and Hakenberg, J{\\"o}rg and Baral, Chitta},\n booktitle={Biocomputing 2010},\n pages={465--476},\n year={2010}\n}\n\n\n
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\n\n \n \n \n \n \n Discovering drug–drug interactions: a text-mining and reasoning approach based on properties of drug metabolism.\n \n \n \n\n\n \n Tari, L.; Anwar, S.; Liang, S.; Cai, J.; and Baral, C.\n\n\n \n\n\n\n
Bioinformatics, 26(18): i547–i553. 2010.\n
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\n
@article{tari2010discovering,\n title={Discovering drug--drug interactions: a text-mining and reasoning approach based on properties of drug metabolism},\n author={Tari, Luis and Anwar, Saadat and Liang, Shanshan and Cai, James and Baral, Chitta},\n journal={Bioinformatics},\n volume={26},\n number={18},\n pages={i547--i553},\n year={2010},\n publisher={Oxford University Press}\n}\n\n\n
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\n\n \n \n \n \n \n Efficient extraction of protein-protein interactions from full-text articles.\n \n \n \n\n\n \n Hakenberg, J.; Leaman, R.; Vo, N. H.; Jonnalagadda, S.; Sullivan, R.; Miller, C.; Tari, L.; Baral, C.; and Gonzalez, G.\n\n\n \n\n\n\n
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 7(3): 481–494. 2010.\n
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\n
@article{hakenberg2010efficient,\n title={Efficient extraction of protein-protein interactions from full-text articles},\n author={Hakenberg, J{\\"o}rg and Leaman, Robert and Vo, Nguyen Ha and Jonnalagadda, Siddhartha and Sullivan, Ryan and Miller, Christopher and Tari, Luis and Baral, Chitta and Gonzalez, Graciela},\n journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics},\n volume={7},\n number={3},\n pages={481--494},\n year={2010},\n publisher={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Using answer set programming to model multi-agent scenarios involving agents' knowledge about other's knowledge.\n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Son, T. C.; and Pontelli, E.\n\n\n \n\n\n\n In
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1-Volume 1, pages 259–266, 2010. International Foundation for Autonomous Agents and Multiagent Systems\n
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\n
@inproceedings{baral2010using,\n title={Using answer set programming to model multi-agent scenarios involving agents' knowledge about other's knowledge},\n author={Baral, Chitta and Gelfond, Gregory and Son, Tran Cao and Pontelli, Enrico},\n booktitle={Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1-Volume 1},\n pages={259--266},\n year={2010},\n organization={International Foundation for Autonomous Agents and Multiagent Systems}\n}\n\n\n
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\n\n \n \n \n \n \n Logic programming for finding models in the logics of knowledge and its applications: A case study.\n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Pontelli, E.; and Son, T\n\n\n \n\n\n\n
Theory and Practice of Logic Programming, 10(4-6): 675–690. 2010.\n
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\n
@article{baral2010logic,\n title={Logic programming for finding models in the logics of knowledge and its applications: A case study},\n author={Baral, Chitta and Gelfond, Gregory and Pontelli, Enrico and Son, T},\n journal={Theory and Practice of Logic Programming},\n volume={10},\n number={4-6},\n pages={675--690},\n year={2010},\n publisher={Cambridge University Press}\n}\n\n\n
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\n\n \n \n \n \n \n A logic programming based framework for intelligent Web Service composition.\n \n \n \n\n\n \n Pontelli, E.; Son, T. C.; and Baral, C.\n\n\n \n\n\n\n In
Web Technologies: Concepts, Methodologies, Tools, and Applications, pages 355–378. IGI Global, 2010.\n
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@incollection{pontelli2010logic,\n title={A logic programming based framework for intelligent Web Service composition},\n author={Pontelli, Enrico and Son, Tran Cao and Baral, Chitta},\n booktitle={Web Technologies: Concepts, Methodologies, Tools, and Applications},\n pages={355--378},\n year={2010},\n publisher={IGI Global}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about actions and change: from single agent actions to multi-agent actions.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n In
Twelfth International Conference on the Principles of Knowledge Representation and Reasoning, 2010. \n
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\n
@inproceedings{baral2010reasoning,\n title={Reasoning about actions and change: from single agent actions to multi-agent actions},\n author={Baral, Chitta},\n booktitle={Twelfth International Conference on the Principles of Knowledge Representation and Reasoning},\n year={2010}\n}\n\n\n
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\n\n \n \n \n \n \n Goal default theory with priorities as a non-monotonic goal specification language.\n \n \n \n\n\n \n Pontelli, E.; Son, T. C.; Baral, C.; and Zhao, J.\n\n\n \n\n\n\n
NonMon’30. 2010.\n
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@article{pontelli2010goal,\n title={Goal default theory with priorities as a non-monotonic goal specification language},\n author={Pontelli, Enrico and Son, Tran Cao and Baral, Chitta and Zhao, Jicheng},\n journal={NonMon’30},\n year={2010}\n}\n\n\n
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\n\n \n \n \n \n \n Invited presentations at the twelfth international conference on principles of knowledge representation and reasoning.\n \n \n \n\n\n \n Baral, C.; Horrocks, I.; and Shoham, Y.\n\n\n \n\n\n\n In
Twelfth International Conference on the Principles of Knowledge Representation and Reasoning, 2010. \n
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@inproceedings{baral2010invited,\n title={Invited presentations at the twelfth international conference on principles of knowledge representation and reasoning},\n author={Baral, Chitta and Horrocks, Ian and Shoham, Yoav},\n booktitle={Twelfth International Conference on the Principles of Knowledge Representation and Reasoning},\n year={2010}\n}\n\n\n\n
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\n\n \n \n \n \n \n 2010 Index IEEE/ACM Transactions on Computational Biology and Bioinformatics Vol. 7.\n \n \n \n\n\n \n Abi-Haidar, A.; Agarwal, S.; Al Seesi, S.; Alon, N.; Ammar, R. A; Andarawewa, K.; Apostolico, A.; Apple, J.; Apweiler, R.; Ayala, G.; and others\n\n\n \n\n\n\n
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 7(4): 1. 2010.\n
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@article{abi20102010,\n title={2010 Index IEEE/ACM Transactions on Computational Biology and Bioinformatics Vol. 7},\n author={Abi-Haidar, Alaa and Agarwal, Shashank and Al Seesi, Sahar and Alon, Noga and Ammar, Reda A and Andarawewa, Kumari and Apostolico, Alberto and Apple, Jim and Apweiler, Rolf and Ayala, Guillermo and others},\n journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics},\n volume={7},\n number={4},\n pages={1},\n year={2010}\n}\n\n\n
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\n \n 2009\n \n \n (12)\n \n \n
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\n\n \n \n \n \n \n Probabilistic reasoning with answer sets.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; and Rushton, N.\n\n\n \n\n\n\n
Theory and Practice of Logic Programming, 9(1): 57–144. 2009.\n
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@article{baral2009probabilistic,\n title={Probabilistic reasoning with answer sets},\n author={Baral, Chitta and Gelfond, Michael and Rushton, Nelson},\n journal={Theory and Practice of Logic Programming},\n volume={9},\n number={1},\n pages={57--144},\n year={2009},\n publisher={Cambridge University Press}\n}\n\n\n
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\n\n \n \n \n \n \n Fuzzy c-means clustering with prior biological knowledge.\n \n \n \n\n\n \n Tari, L.; Baral, C.; and Kim, S.\n\n\n \n\n\n\n
Journal of biomedical informatics, 42(1): 74–81. 2009.\n
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@article{tari2009fuzzy,\n title={Fuzzy c-means clustering with prior biological knowledge},\n author={Tari, Luis and Baral, Chitta and Kim, Seungchan},\n journal={Journal of biomedical informatics},\n volume={42},\n number={1},\n pages={74--81},\n year={2009},\n publisher={Academic Press}\n}\n\n\n
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\n\n \n \n \n \n \n What to do and how to do it: Translating natural language directives into temporal and dynamic logic representation for goal management and action execution.\n \n \n \n\n\n \n Dzifcak, J.; Scheutz, M.; Baral, C.; and Schermerhorn, P.\n\n\n \n\n\n\n In
2009 IEEE International Conference on Robotics and Automation, pages 4163–4168, 2009. IEEE\n
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@inproceedings{dzifcak2009and,\n title={What to do and how to do it: Translating natural language directives into temporal and dynamic logic representation for goal management and action execution},\n author={Dzifcak, Juraj and Scheutz, Matthias and Baral, Chitta and Schermerhorn, Paul},\n booktitle={2009 IEEE International Conference on Robotics and Automation},\n pages={4163--4168},\n year={2009},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Towards effective sentence simplification for automatic processing of biomedical text.\n \n \n \n\n\n \n Jonnalagadda, S.; Tari, L.; Hakenberg, J.; Baral, C.; and Gonzalez, G.\n\n\n \n\n\n\n In
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers, pages 177–180, 2009. Association for Computational Linguistics\n
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@inproceedings{jonnalagadda2009towards,\n title={Towards effective sentence simplification for automatic processing of biomedical text},\n author={Jonnalagadda, Siddhartha and Tari, Luis and Hakenberg, J{\\"o}rg and Baral, Chitta and Gonzalez, Graciela},\n booktitle={Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers},\n pages={177--180},\n year={2009},\n organization={Association for Computational Linguistics}\n}\n\n\n
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\n\n \n \n \n \n \n Querying parse tree database of Medline text to synthesize user-specific biomolecular networks.\n \n \n \n\n\n \n Tari, L.; Hakenberg, J.; Gonzalez, G.; and Baral, C.\n\n\n \n\n\n\n In
Biocomputing 2009, pages 87–98. 2009.\n
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@incollection{tari2009querying,\n title={Querying parse tree database of Medline text to synthesize user-specific biomolecular networks},\n author={Tari, Luis and Hakenberg, J{\\"o}rg and Gonzalez, Graciela and Baral, Chitta},\n booktitle={Biocomputing 2009},\n pages={87--98},\n year={2009}\n}\n\n\n
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\n\n \n \n \n \n \n Hypothesizing about signaling networks.\n \n \n \n\n\n \n Tran, N.; and Baral, C.\n\n\n \n\n\n\n
Journal of Applied Logic, 7(3): 253–274. 2009.\n
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@article{tran2009hypothesizing,\n title={Hypothesizing about signaling networks},\n author={Tran, Nam and Baral, Chitta},\n journal={Journal of Applied Logic},\n volume={7},\n number={3},\n pages={253--274},\n year={2009},\n publisher={Elsevier}\n}\n\n\n
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\n\n \n \n \n \n \n Modeling Multi-agent Domains in an Action Languages: An Empirical Study Using $$\\$mathcal $\\$C$\\$ $.\n \n \n \n\n\n \n Baral, C.; Son, T. C.; and Pontelli, E.\n\n\n \n\n\n\n In
International Conference on Logic Programming and Nonmonotonic Reasoning, pages 409–415, 2009. Springer, Berlin, Heidelberg\n
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\n
@inproceedings{baral2009modeling,\n title={Modeling Multi-agent Domains in an Action Languages: An Empirical Study Using $$\\backslash$mathcal $\\{$C$\\}$ $},\n author={Baral, Chitta and Son, Tran Cao and Pontelli, Enrico},\n booktitle={International Conference on Logic Programming and Nonmonotonic Reasoning},\n pages={409--415},\n year={2009},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning About the Knowledge of Multiple Agents: The Action Language mA.\n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Pontelli, E.; and Son, T. C.\n\n\n \n\n\n\n . 2009.\n
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\n
@article{baral2009reasoning,\n title={Reasoning About the Knowledge of Multiple Agents: The Action Language mA},\n author={Baral, Chitta and Gelfond, Gregory and Pontelli, Enrico and Son, Tran Cao},\n year={2009}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about Multi-agent Domains Using Action Language $$\\$mathcal $\\$C$\\$ $: A Preliminary Study.\n \n \n \n\n\n \n Baral, C.; Son, T. C.; and Pontelli, E.\n\n\n \n\n\n\n In
International Workshop on Computational Logic in Multi-Agent Systems, pages 46–63, 2009. Springer, Berlin, Heidelberg\n
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\n
@inproceedings{baral2009reasoning,\n title={Reasoning about Multi-agent Domains Using Action Language $$\\backslash$mathcal $\\{$C$\\}$ $: A Preliminary Study},\n author={Baral, Chitta and Son, Tran Cao and Pontelli, Enrico},\n booktitle={International Workshop on Computational Logic in Multi-Agent Systems},\n pages={46--63},\n year={2009},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Beiträge in Tagungsbänden.\n \n \n \n\n\n \n Baral, C; and Eiter, T\n\n\n \n\n\n\n . 2009.\n
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@article{baral2009beitrage,\n title={Beitr{\\"a}ge in Tagungsb{\\"a}nden},\n author={Baral, C and Eiter, T},\n year={2009}\n}\n\n\n
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\n \n 2008\n \n \n (11)\n \n \n
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\n\n \n \n \n \n \n Knowledge representation and question answering.\n \n \n \n\n\n \n Balduccini, M.; Baral, C.; and Lierler, Y.\n\n\n \n\n\n\n
Foundations of Artificial Intelligence, 3: 779–819. 2008.\n
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@article{balduccini2008knowledge,\n title={Knowledge representation and question answering},\n author={Balduccini, Marcello and Baral, Chitta and Lierler, Yuliya},\n journal={Foundations of Artificial Intelligence},\n volume={3},\n pages={779--819},\n year={2008},\n publisher={Elsevier}\n}\n\n\n
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\n\n \n \n \n \n \n Non-monotonic Temporal Logics that Facilitate Elaboration Tolerant Revision of Goals.\n \n \n \n\n\n \n Baral, C.; and Zhao, J.\n\n\n \n\n\n\n In
AAAI, volume 2008, pages 406–4, 2008. \n
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@inproceedings{baral2008non,\n title={Non-monotonic Temporal Logics that Facilitate Elaboration Tolerant Revision of Goals.},\n author={Baral, Chitta and Zhao, Jicheng},\n booktitle={AAAI},\n volume={2008},\n pages={406--4},\n year={2008}\n}\n\n\n
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\n\n \n \n \n \n \n State-based regression with sensing and knowledge.\n \n \n \n\n\n \n Scherl, R.; Tran, C. S.; and Baral, C.\n\n\n \n\n\n\n In
Pacific Rim International Conference on Artificial Intelligence, pages 345–357, 2008. Springer, Berlin, Heidelberg\n
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@inproceedings{scherl2008state,\n title={State-based regression with sensing and knowledge},\n author={Scherl, Richard and Tran, Cao Son and Baral, Chitta},\n booktitle={Pacific Rim International Conference on Artificial Intelligence},\n pages={345--357},\n year={2008},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Maintenance goals of agents in a dynamic environment: Formulation and policy construction.\n \n \n \n\n\n \n Baral, C.; Eiter, T.; Bjäreland, M.; and Nakamura, M.\n\n\n \n\n\n\n
Artificial Intelligence, 172(12-13): 1429–1469. 2008.\n
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@article{baral2008maintenance,\n title={Maintenance goals of agents in a dynamic environment: Formulation and policy construction},\n author={Baral, Chitta and Eiter, Thomas and Bj{\\"a}reland, Marcus and Nakamura, Mutsumi},\n journal={Artificial Intelligence},\n volume={172},\n number={12-13},\n pages={1429--1469},\n year={2008},\n publisher={Elsevier}\n}\n\n\n
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\n\n \n \n \n \n \n AAAI 2008 Spring Symposia Reports.\n \n \n \n\n\n \n Balduccini, M.; Baral, C.; Brodaric, B.; Colton, S.; Fox, P.; Gutelius, D.; Hinkelmann, K.; Horswill, I.; Huberman, B.; Hudlicka, E.; and others\n\n\n \n\n\n\n
AI Magazine, 29(3): 107–107. 2008.\n
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@article{balduccini2008aaai,\n title={AAAI 2008 Spring Symposia Reports},\n author={Balduccini, Marcello and Baral, Chitta and Brodaric, Boyan and Colton, Simon and Fox, Peter and Gutelius, David and Hinkelmann, Knut and Horswill, Ian and Huberman, Bernardo and Hudlicka, Eva and others},\n journal={AI Magazine},\n volume={29},\n number={3},\n pages={107--107},\n year={2008}\n}\n\n\n
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\n\n \n \n \n \n \n Using answer set programming for knowledge representation and reasoning: Future directions.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n In
International Conference on Logic Programming, pages 69–70, 2008. Springer, Berlin, Heidelberg\n
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@inproceedings{baral2008using,\n title={Using answer set programming for knowledge representation and reasoning: Future directions},\n author={Baral, Chitta},\n booktitle={International Conference on Logic Programming},\n pages={69--70},\n year={2008},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Glycoinformatics: Text Mining Lectin and Glycan Interactions in Bioprocesses.\n \n \n \n\n\n \n Samli, K. N; Gonzalez, G.; Joshi, L.; and Baral, C.\n\n\n \n\n\n\n In
GLYCOBIOLOGY, volume 18, pages 975–975, 2008. OXFORD UNIV PRESS INC JOURNALS DEPT, 2001 EVANS RD, CARY, NC 27513 USA\n
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@inproceedings{samli2008glycoinformatics,\n title={Glycoinformatics: Text Mining Lectin and Glycan Interactions in Bioprocesses},\n author={Samli, Kausar N and Gonzalez, Graciela and Joshi, Lokesh and Baral, Chitta},\n booktitle={GLYCOBIOLOGY},\n volume={18},\n number={11},\n pages={975--975},\n year={2008},\n organization={OXFORD UNIV PRESS INC JOURNALS DEPT, 2001 EVANS RD, CARY, NC 27513 USA}\n}\n\n\n
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\n\n \n \n \n \n \n Reports of the AAAI 2008 Spring Symposia.\n \n \n \n\n\n \n Balduccini, M.; Baral, C.; Brodaric, B.; Colton, S.; Fox, P.; Gutelius, D.; Hinkelmann, K.; Horswill, I.; Huberman, B.; Hudlicka, E.; and others\n\n\n \n\n\n\n
AI Magazine, 29(3): 107. 2008.\n
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\n
@article{balduccini2008reports,\n title={Reports of the AAAI 2008 Spring Symposia},\n author={Balduccini, Marcello and Baral, Chitta and Brodaric, Boyan and Colton, Simon and Fox, Peter and Gutelius, David and Hinkelmann, Knut and Horswill, Ian and Huberman, Bernardo and Hudlicka, Eva and others},\n journal={AI Magazine},\n volume={29},\n number={3},\n pages={107},\n year={2008},\n publisher={Association for the Advancement of Artificial Intelligence}\n}\n\n\n
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\n\n \n \n \n \n \n Non-monotonic Temporal Logics that Facilitate Elaboration Tolerant Revision of.\n \n \n \n\n\n \n Baral, C.; and Zhao, J.\n\n\n \n\n\n\n In
Proceedings of the Twenty-third (AAAI-08) Conference on Artificial Intelligence and the Twenteenth Innovative Applications of Artificial Intelligence Conference, 13-17 July 2008, Chicago, Illinois, USA: Machine Learning, pages 406, 2008. AAAI Press\n
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\n
@inproceedings{baral2008non,\n title={Non-monotonic Temporal Logics that Facilitate Elaboration Tolerant Revision of},\n author={Baral, Chitta and Zhao, Jicheng},\n booktitle={Proceedings of the Twenty-third (AAAI-08) Conference on Artificial Intelligence and the Twenteenth Innovative Applications of Artificial Intelligence Conference, 13-17 July 2008, Chicago, Illinois, USA: Machine Learning},\n pages={406},\n year={2008},\n organization={AAAI Press}\n}\n\n\n
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\n \n 2007\n \n \n (18)\n \n \n
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\n\n \n \n \n \n \n Mining gene-disease relationships from biomedical literature: weighting protein–protein interactions and connectivity measures.\n \n \n \n\n\n \n Gonzalez, G.; Uribe, J. C; Tari, L.; Brophy, C.; and Baral, C.\n\n\n \n\n\n\n In
Biocomputing 2007, pages 28–39. 2007.\n
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\n
@incollection{gonzalez2007mining,\n title={Mining gene-disease relationships from biomedical literature: weighting protein--protein interactions and connectivity measures},\n author={Gonzalez, Graciela and Uribe, Juan C and Tari, Luis and Brophy, Colleen and Baral, Chitta},\n booktitle={Biocomputing 2007},\n pages={28--39},\n year={2007}\n}\n\n\n
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\n\n \n \n \n \n \n Non-monotonic Temporal Logics for Goal Specification.\n \n \n \n\n\n \n Baral, C.; and Zhao, J.\n\n\n \n\n\n\n In
IJCAI, volume 7, pages 236–242, 2007. \n
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\n
@inproceedings{baral2007non,\n title={Non-monotonic Temporal Logics for Goal Specification.},\n author={Baral, Chitta and Zhao, Jicheng},\n booktitle={IJCAI},\n volume={7},\n pages={236--242},\n year={2007}\n}\n\n\n
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\n\n \n \n \n \n \n Using the Probabilistic Logic Programming Language P-log for Causal and Counterfactual Reasoning and Non-Naive Conditioning.\n \n \n \n\n\n \n Baral, C.; and Hunsaker, M.\n\n\n \n\n\n\n In
IJCAI, pages 243–249, 2007. \n
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\n
@inproceedings{baral2007using,\n title={Using the Probabilistic Logic Programming Language P-log for Causal and Counterfactual Reasoning and Non-Naive Conditioning.},\n author={Baral, Chitta and Hunsaker, Matt},\n booktitle={IJCAI},\n pages={243--249},\n year={2007}\n}\n\n\n
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\n\n \n \n \n \n \n CBioC: beyond a prototype for collaborative annotation of molecular interactions from the literature.\n \n \n \n\n\n \n Baral, C.; Gonzalez, G.; Gitter, A.; Teegarden, C.; Zeigler, A.; and Joshi-Topé, G\n\n\n \n\n\n\n In
Computational Systems Bioinformatics: (Volume 6), pages 381–384. 2007.\n
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\n
@incollection{baral2007cbioc,\n title={CBioC: beyond a prototype for collaborative annotation of molecular interactions from the literature},\n author={Baral, Chitta and Gonzalez, Graciela and Gitter, Anthony and Teegarden, Craig and Zeigler, Amanda and Joshi-Top{\\'e}, G},\n booktitle={Computational Systems Bioinformatics: (Volume 6)},\n pages={381--384},\n year={2007}\n}\n\n\n
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\n\n \n \n \n \n \n Interval-type and affine arithmetic-type techniques for handling uncertainty in expert systems.\n \n \n \n\n\n \n Ceberio, M.; Kreinovich, V.; Chopra, S.; Longpré, L.; Nguyen, H. T; Ludäscher, B.; and Baral, C.\n\n\n \n\n\n\n
Journal of Computational and Applied Mathematics, 199(2): 403–410. 2007.\n
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\n
@article{ceberio2007interval,\n title={Interval-type and affine arithmetic-type techniques for handling uncertainty in expert systems},\n author={Ceberio, Martine and Kreinovich, Vladik and Chopra, Sanjeev and Longpr{\\'e}, Luc and Nguyen, Hung T and Lud{\\"a}scher, Bertram and Baral, Chitta},\n journal={Journal of Computational and Applied Mathematics},\n volume={199},\n number={2},\n pages={403--410},\n year={2007},\n publisher={North-Holland}\n}\n\n\n
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\n\n \n \n \n \n \n Integrating knowledge extracted from biomedical literature: normalization and evidence statements for interactions.\n \n \n \n\n\n \n Gonzalez, G.; Tari, L.; Gitter, A.; Leaman, R.; Nikkila, S.; Wendt, R.; Zeigler, A.; and Baral, C.\n\n\n \n\n\n\n In
Proceedings of the Second BioCreative Challenge Workshop-Critical Assessment of Information Extraction in Molecular Biology, 2007. \n
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@inproceedings{gonzalez2007integrating,\n title={Integrating knowledge extracted from biomedical literature: normalization and evidence statements for interactions},\n author={Gonzalez, Graciela and Tari, Luis and Gitter, Anthony and Leaman, Robert and Nikkila, Shawn and Wendt, Ryan and Zeigler, Amanda and Baral, Chitta},\n booktitle={Proceedings of the Second BioCreative Challenge Workshop-Critical Assessment of Information Extraction in Molecular Biology},\n year={2007}\n}\n\n\n
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\n\n \n \n \n \n \n Passage relevancy through semantic similarity.\n \n \n \n\n\n \n Tari, L.; Tu, P. H.; Lumpkin, B.; Leaman, R.; Gonzalez, G.; and Baral, C.\n\n\n \n\n\n\n In
The Sixteenth Text REtrieval Conference (TREC 2007) Proceedings, 2007. \n
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@inproceedings{tari2007passage,\n title={Passage relevancy through semantic similarity},\n author={Tari, Luis and Tu, Phan Huy and Lumpkin, Barry and Leaman, Robert and Gonzalez, Graciela and Baral, Chitta},\n booktitle={The Sixteenth Text REtrieval Conference (TREC 2007) Proceedings},\n year={2007}\n}\n\n\n
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\n\n \n \n \n \n \n CBioC: beyond a prototype for collaborative annotation of molecular interactions from the literature.\n \n \n \n\n\n \n Baral, C.; Gonzalez, G.; Gitter, A.; Teegarden, C.; Zeigler, A.; and Joshi-Topé, G\n\n\n \n\n\n\n In
Computational Systems Bioinformatics: (Volume 6), pages 381–384. World Scientific, 2007.\n
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\n
@incollection{baral2007cbioc,\n title={CBioC: beyond a prototype for collaborative annotation of molecular interactions from the literature},\n author={Baral, Chitta and Gonzalez, Graciela and Gitter, Anthony and Teegarden, Craig and Zeigler, Amanda and Joshi-Top{\\'e}, G},\n booktitle={Computational Systems Bioinformatics: (Volume 6)},\n pages={381--384},\n year={2007},\n publisher={World Scientific}\n}\n\n\n
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\n\n \n \n \n \n \n ASP- PROLOG: Composition and Interoperation of Rules.\n \n \n \n\n\n \n Baral, C.; Pontelli, E; and Son, T.\n\n\n \n\n\n\n
ALPSWS2007: Applications of Logic Programming to the Web, Semantic Web and Semantic Web Services,1. 2007.\n
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\n
@article{baral2007asp,\n title={ASP- PROLOG: Composition and Interoperation of Rules},\n author={Baral, Chitta and Pontelli, E and Son, TC},\n journal={ALPSWS2007: Applications of Logic Programming to the Web, Semantic Web and Semantic Web Services},\n pages={1},\n year={2007}\n}\n\n\n
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\n\n \n \n \n \n \n Logic Programming and Nonmonotonic Reasoning: 9th International Conference, LPNMR 2007, Tempe, AZ, USA, May 15-17, 2007, Proceedings.\n \n \n \n\n\n \n Baral, C.; Brewka, G.; and Schlipf, J.\n\n\n \n\n\n\n Volume 4483 Springer, 2007.\n
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@book{baral2007logic,\n title={Logic Programming and Nonmonotonic Reasoning: 9th International Conference, LPNMR 2007, Tempe, AZ, USA, May 15-17, 2007, Proceedings},\n author={Baral, Chitta and Brewka, Gerhard and Schlipf, John},\n volume={4483},\n year={2007},\n publisher={Springer}\n}\n\n\n
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\n\n \n \n \n \n \n Mining gene-disease relationships from biomedical literature: weighting protein–protein interactions and connectivity measures.\n \n \n \n\n\n \n Gonzalez, G.; Uribe, J. C; Tari, L.; Brophy, C.; and Baral, C.\n\n\n \n\n\n\n In
Biocomputing 2007, pages 28–39. 2007.\n
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@incollection{gonzalez2007mining,\n title={Mining gene-disease relationships from biomedical literature: weighting protein--protein interactions and connectivity measures},\n author={Gonzalez, Graciela and Uribe, Juan C and Tari, Luis and Brophy, Colleen and Baral, Chitta},\n booktitle={Biocomputing 2007},\n pages={28--39},\n year={2007}\n}\n\n\n
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\n\n \n \n \n \n \n Logic Programming and Nonmonotonic Reasoning: 9th International Conference, LPNMR 2007, Tempe, AZ, USA, May 15-17, 2007, Proceedings.\n \n \n \n\n\n \n Baral, C.; Brewka, G.; and Schlipf, J.\n\n\n \n\n\n\n 2007.\n
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@misc{baral2007logic,\n title={Logic Programming and Nonmonotonic Reasoning: 9th International Conference, LPNMR 2007, Tempe, AZ, USA, May 15-17, 2007, Proceedings},\n author={Baral, Chitta and Brewka, Gerhard and Schlipf, John},\n year={2007},\n publisher={Springer}\n}\n\n\n
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\n\n \n \n \n \n \n Languages and Theories for Systematically Designing and Analyzing Autonomous Agents.\n \n \n \n\n\n \n Baral, C.; and Son, T. C.\n\n\n \n\n\n\n . 2007.\n
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@article{baral2007languages,\n title={Languages and Theories for Systematically Designing and Analyzing Autonomous Agents},\n author={Baral, Chitta and Son, Tran Cao},\n year={2007}\n}\n\n\n\n
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\n \n 2006\n \n \n (18)\n \n \n
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\n\n \n \n \n \n \n Domain-dependent knowledge in answer set planning.\n \n \n \n\n\n \n Son, T. C.; Baral, C.; Tran, N.; and Mcilraith, S.\n\n\n \n\n\n\n
ACM Transactions on Computational Logic (TOCL), 7(4): 613–657. 2006.\n
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@article{son2006domain,\n title={Domain-dependent knowledge in answer set planning},\n author={Son, Tran Cao and Baral, Chitta and Tran, Nam and Mcilraith, Sheila},\n journal={ACM Transactions on Computational Logic (TOCL)},\n volume={7},\n number={4},\n pages={613--657},\n year={2006},\n publisher={ACM}\n}\n\n\n
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\n\n \n \n \n \n \n Macros, macro calls and use of ensembles in modular answer set programming.\n \n \n \n\n\n \n Baral, C.; Dzifcak, J.; and Takahashi, H.\n\n\n \n\n\n\n In
International Conference on Logic Programming, pages 376–390, 2006. Springer, Berlin, Heidelberg\n
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@inproceedings{baral2006macros,\n title={Macros, macro calls and use of ensembles in modular answer set programming},\n author={Baral, Chitta and Dzifcak, Juraj and Takahashi, Hiro},\n booktitle={International Conference on Logic Programming},\n pages={376--390},\n year={2006},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Joint learning of logic relationships for studying protein function using phylogenetic profiles and the Rosetta Stone method.\n \n \n \n\n\n \n Zhang, X.; Kim, S.; Wang, T.; and Baral, C.\n\n\n \n\n\n\n
IEEE Transactions on Signal Processing, 54(6): 2427–2435. 2006.\n
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@article{zhang2006joint,\n title={Joint learning of logic relationships for studying protein function using phylogenetic profiles and the Rosetta Stone method},\n author={Zhang, Xin and Kim, Seungchan and Wang, Tie and Baral, Chitta},\n journal={IEEE Transactions on Signal Processing},\n volume={54},\n number={6},\n pages={2427--2435},\n year={2006},\n publisher={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n A Framework for Composition and Inter-operation of Rules in the Semantic Web.\n \n \n \n\n\n \n Pontelli, E.; Son, T. C.; and Baral, C.\n\n\n \n\n\n\n In
2006 Second International Conference on Rules and Rule Markup Languages for the Semantic Web (RuleML'06), pages 39–50, 2006. IEEE\n
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@inproceedings{pontelli2006framework,\n title={A Framework for Composition and Inter-operation of Rules in the Semantic Web},\n author={Pontelli, Enrico and Son, Tran Cao and Baral, Chitta},\n booktitle={2006 Second International Conference on Rules and Rule Markup Languages for the Semantic Web (RuleML'06)},\n pages={39--50},\n year={2006},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Goal Specification, Non-Determinism and Quantifying over Policies.\n \n \n \n\n\n \n Baral, C.; and Zhao, J.\n\n\n \n\n\n\n In
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, volume 21, pages 231, 2006. Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999\n
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@inproceedings{baral2006goal,\n title={Goal Specification, Non-Determinism and Quantifying over Policies.},\n author={Baral, Chitta and Zhao, Jicheng},\n booktitle={PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE},\n volume={21},\n number={1},\n pages={231},\n year={2006},\n organization={Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999}\n}\n\n\n
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\n\n \n \n \n \n \n Using AnsProlog with Link Grammar and WordNet for QA with deep reasoning.\n \n \n \n\n\n \n Baral, C.; and Tari, L.\n\n\n \n\n\n\n In
9th International Conference on Information Technology (ICIT'06), pages 125–128, 2006. IEEE\n
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@inproceedings{baral2006using,\n title={Using AnsProlog with Link Grammar and WordNet for QA with deep reasoning},\n author={Baral, Chitta and Tari, Luis},\n booktitle={9th International Conference on Information Technology (ICIT'06)},\n pages={125--128},\n year={2006},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Market-based task allocation mechanisms for limited capacity suppliers.\n \n \n \n\n\n \n Dash, R.; Vytelingum, P; Rogers, A; David, E; Jennings, N.; Maza, S.; Castagna, P.; Davidov, D.; Markovitch, S.; Helmert, M; and others\n\n\n \n\n\n\n
IEEE Trans on Systems, Man and Cybernetics (, 22(Part A): 91–107. 2006.\n
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@article{dash2006market,\n title={Market-based task allocation mechanisms for limited capacity suppliers},\n author={Dash, RK and Vytelingum, P and Rogers, A and David, E and Jennings, NR and Maza, Samia and Castagna, Pierre and Davidov, Dmitry and Markovitch, Shaul and Helmert, M and others},\n journal={IEEE Trans on Systems, Man and Cybernetics (},\n volume={22},\n number={Part A},\n pages={91--107},\n year={2006},\n publisher={Elsevier Science Ltd.}\n}\n\n\n
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\n\n \n \n \n \n \n A State-Based Regression Formulation for Domains with Sensing Actions and Incomplete Information.\n \n \n \n\n\n \n Son, T. C.; Baral, C.; and Tuan, L.\n\n\n \n\n\n\n
Logical Methods in Computer Science, 2. 2006.\n
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@article{son2006state,\n title={A State-Based Regression Formulation for Domains with Sensing Actions and Incomplete Information},\n author={Son, Tran Cao and Baral, Chitta and Tuan, Le-Chi},\n journal={Logical Methods in Computer Science},\n volume={2},\n year={2006},\n publisher={Episciences. org}\n}\n\n\n
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\n\n \n \n \n \n \n Automated Extraction and Evaluation of Protein-Protein Interactions by Utilizing Various Biological Data Sources.\n \n \n \n\n\n \n Tari, L.; Ahmed, S. T.; Davulcu, H.; Morales, K.; and Baral, C.\n\n\n \n\n\n\n . 2006.\n
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@article{tari2006automated,\n title={Automated Extraction and Evaluation of Protein-Protein Interactions by Utilizing Various Biological Data Sources},\n author={Tari, Luis and Ahmed, Syed Toufeeq and Davulcu, Hasan and Morales, Kirk and Baral, Chitta},\n year={2006}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about actions in biophysical systems.\n \n \n \n\n\n \n Baral, C.; Dzifcak, J.; Tran, N.; and Zhao, J.\n\n\n \n\n\n\n In
2006 AAAI Workshop, pages 17–24, 2006. \n
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@inproceedings{baral2006reasoning,\n title={Reasoning about actions in biophysical systems},\n author={Baral, Chitta and Dzifcak, Juraj and Tran, Nam and Zhao, Jicheng},\n booktitle={2006 AAAI Workshop},\n pages={17--24},\n year={2006}\n}\n\n\n\n
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\n\n \n \n \n \n \n AAAI 2006 spring symposium reports.\n \n \n \n\n\n \n Abecker, A.; Alami, R.; Baral, C.; Bickmore, T.; Durfee, E.; Fong, T.; Goker, M. H; Green, N.; Liberman, M.; Lebiere, C.; and others\n\n\n \n\n\n\n
AI Magazine, 27(3): 107–107. 2006.\n
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@article{abecker2006aaai,\n title={AAAI 2006 spring symposium reports},\n author={Abecker, Andreas and Alami, Rachid and Baral, Chitta and Bickmore, Tim and Durfee, Ed and Fong, Terry and Goker, Mehmet H and Green, Nancy and Liberman, Mark and Lebiere, Christian and others},\n journal={AI Magazine},\n volume={27},\n number={3},\n pages={107--107},\n year={2006}\n}\n\n\n
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\n\n \n \n \n \n \n Incentive-compatible, budget-balanced, yet highly efficient.\n \n \n \n\n\n \n Babaioff, M.; Dash, R.; Vytelingum, P; Rogers, A; David, E; Jennings, N.; Maza, S.; Castagna, P.; Davidov, D.; Markovitch, S.; and others\n\n\n \n\n\n\n
Decision Support Systems, 11: 835–871. 2006.\n
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@article{babaioff2006incentive,\n title={Incentive-compatible, budget-balanced, yet highly efficient},\n author={Babaioff, Moshe and Dash, RK and Vytelingum, P and Rogers, A and David, E and Jennings, NR and Maza, Samia and Castagna, Pierre and Davidov, Dmitry and Markovitch, Shaul and others},\n journal={Decision Support Systems},\n volume={11},\n pages={835--871},\n year={2006},\n publisher={Elsevier Science Ltd.}\n}\n\n\n\n
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\n\n \n \n \n \n \n ASU at TREC 2006 genomics track.\n \n \n \n\n\n \n Tari, L.; Gonzalez, G.; Leaman, R.; Nikkila, S.; Wendt, R.; and Baral, C.\n\n\n \n\n\n\n In
15th Text REtrieval Conference, TREC 2006, 2006. \n
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@inproceedings{tari2006asu,\n title={ASU at TREC 2006 genomics track},\n author={Tari, Luis and Gonzalez, Graciela and Leaman, Robert and Nikkila, Shawn and Wendt, Ryan and Baral, Chitta},\n booktitle={15th Text REtrieval Conference, TREC 2006},\n year={2006}\n}\n\n\n
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\n\n \n \n \n \n \n PROTEIN INTERACTIONS AND CONNECTIVITY MEASURES.\n \n \n \n\n\n \n GONZALEZ, G.; URIBE, J.; TARI, L.; BROPHY, C.; and BARAL, C.\n\n\n \n\n\n\n In
Biocomputing 2007-Proceedings Of The Pacific Symposium, pages 28, 2006. World Scientific\n
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@inproceedings{gonzalez2006protein,\n title={PROTEIN INTERACTIONS AND CONNECTIVITY MEASURES},\n author={GONZALEZ, GRACIELA and URIBE, JUANC and TARI, LUIS and BROPHY, COLLEEN and BARAL, CHITTA},\n booktitle={Biocomputing 2007-Proceedings Of The Pacific Symposium},\n pages={28},\n year={2006},\n organization={World Scientific}\n}\n\n\n
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\n\n \n \n \n \n \n Domain-dependent knowledge in answer set planning.\n \n \n \n\n\n \n Son, T. C.; Baral, C.; Tran, N.; and Mcilraith, S.\n\n\n \n\n\n\n
ACM Transactions on Computational Logic (TOCL), 7(4): 613–657. 2006.\n
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@article{son2006domain,\n title={Domain-dependent knowledge in answer set planning},\n author={Son, Tran Cao and Baral, Chitta and Tran, Nam and Mcilraith, Sheila},\n journal={ACM Transactions on Computational Logic (TOCL)},\n volume={7},\n number={4},\n pages={613--657},\n year={2006},\n publisher={ACM}\n}\n\n\n
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\n\n \n \n \n \n \n Logic Programming.\n \n \n \n\n\n \n Etalle, S.; and Truszczynski, M.\n\n\n \n\n\n\n 2006.\n
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@misc{etalle2006logic,\n title={Logic Programming},\n author={Etalle, Sandro and Truszczynski, Miroslav},\n year={2006},\n publisher={Springer Berlin/Heidelberg.}\n}\n\n\n
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\n\n \n \n \n \n \n AAAI 2006 Spring Symposium Reports.\n \n \n \n\n\n \n Becker, A.; Alami, R.; Baral, C.; Bickmore, T.; Durfee, E.; Fong, T.; Goker, M.; Green, N.; Liberman, M.; Lebiere, C.; and others\n\n\n \n\n\n\n . 2006.\n
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@article{becker2006aaai,\n title={AAAI 2006 Spring Symposium Reports},\n author={Becker, Andreas and Alami, Rachid and Baral, Chitta and Bickmore, Tim and Durfee, Ed and Fong, Terry and Goker, Mehmet and Green, Nancy and Liberman, Mark and Lebiere, Christian and others},\n year={2006}\n}\n\n\n
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\n\n \n \n \n \n \n Domain-dependent knowledge in answer set planning.\n \n \n \n\n\n \n Son, T. C.; Baral, C.; Tran, N.; and Mcilraith, S.\n\n\n \n\n\n\n
ACM Transactions on Computational Logic (TOCL), 7(4): 613–657. 2006.\n
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@article{son2006domain,\n title={Domain-dependent knowledge in answer set planning},\n author={Son, Tran Cao and Baral, Chitta and Tran, Nam and Mcilraith, Sheila},\n journal={ACM Transactions on Computational Logic (TOCL)},\n volume={7},\n number={4},\n pages={613--657},\n year={2006},\n publisher={ACM}\n}\n\n\n
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\n \n 2005\n \n \n (25)\n \n \n
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\n\n \n \n \n \n \n Knowledge updates: Semantics and complexity issues.\n \n \n \n\n\n \n Baral, C.; and Zhang, Y.\n\n\n \n\n\n\n
Artificial Intelligence, 164(1-2): 209–243. 2005.\n
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@article{baral2005knowledge,\n title={Knowledge updates: Semantics and complexity issues},\n author={Baral, Chitta and Zhang, Yan},\n journal={Artificial Intelligence},\n volume={164},\n number={1-2},\n pages={209--243},\n year={2005},\n publisher={Elsevier}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about intended actions.\n \n \n \n\n\n \n Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n In
Proceedings of the National Conference on Artificial Intelligence, volume 20, pages 689, 2005. Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999\n
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@inproceedings{baral2005reasoning,\n title={Reasoning about intended actions},\n author={Baral, Chitta and Gelfond, Michael},\n booktitle={Proceedings of the National Conference on Artificial Intelligence},\n volume={20},\n number={2},\n pages={689},\n year={2005},\n organization={Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999}\n}\n\n\n
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\n\n \n \n \n \n \n Issues in reasoning about interaction networks in cells: Necessity of event ordering knowledge.\n \n \n \n\n\n \n Tran, N.; Baral, C.; and Shankland, C.\n\n\n \n\n\n\n In
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, volume 20, pages 676, 2005. Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999\n
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@inproceedings{tran2005issues,\n title={Issues in reasoning about interaction networks in cells: Necessity of event ordering knowledge},\n author={Tran, Nam and Baral, Chitta and Shankland, Carron},\n booktitle={PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE},\n volume={20},\n number={2},\n pages={676},\n year={2005},\n organization={Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999}\n}\n\n\n
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\n\n \n \n \n \n \n Textual inference by combining multiple logic programming paradigms.\n \n \n \n\n\n \n Baral, C.; Gelfond, G.; Gelfond, M.; and Scherl, R.\n\n\n \n\n\n\n In
AAAI’05 Workshop on Inference for Textual Question Answering, volume 816, pages 20, 2005. \n
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@inproceedings{baral2005textual,\n title={Textual inference by combining multiple logic programming paradigms},\n author={Baral, Chitta and Gelfond, Gregory and Gelfond, Michael and Scherl, Richard},\n booktitle={AAAI’05 Workshop on Inference for Textual Question Answering},\n volume={816},\n pages={20},\n year={2005}\n}\n\n\n
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\n\n \n \n \n \n \n Representation and Reasoning about Evolutions of the World in the Context of Reasoning about Actions.\n \n \n \n\n\n \n Baral, C.; and Tran, N.\n\n\n \n\n\n\n
Studia Logica, 79(1): 33–46. 2005.\n
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@article{baral2005representation,\n title={Representation and Reasoning about Evolutions of the World in the Context of Reasoning about Actions},\n author={Baral, Chitta and Tran, Nam},\n journal={Studia Logica},\n volume={79},\n number={1},\n pages={33--46},\n year={2005},\n publisher={Kluwer Academic Publishers}\n}\n\n\n
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\n\n \n \n \n \n \n Collaborative curation of data from bio-medical texts and abstracts and its integration.\n \n \n \n\n\n \n Baral, C.; Davulcu, H.; Nakamura, M.; Singh, P.; Tari, L.; and Yu, L.\n\n\n \n\n\n\n In
International Workshop on Data Integration in the Life Sciences, pages 309–312, 2005. Springer, Berlin, Heidelberg\n
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@inproceedings{baral2005collaborative,\n title={Collaborative curation of data from bio-medical texts and abstracts and its integration},\n author={Baral, Chitta and Davulcu, Hasan and Nakamura, Mutsumi and Singh, Prabhdeep and Tari, Luis and Yu, Lian},\n booktitle={International Workshop on Data Integration in the Life Sciences},\n pages={309--312},\n year={2005},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Logic programming and reasoning about actions.\n \n \n \n\n\n \n Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n
Foundations of Artificial Intelligence, 1(C): 389–426. 2005.\n
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@article{baral2005logic,\n title={Logic programming and reasoning about actions},\n author={Baral, Chitta and Gelfond, Michael},\n journal={Foundations of Artificial Intelligence},\n volume={1},\n number={C},\n pages={389--426},\n year={2005},\n publisher={Elsevier}\n}\n\n\n
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\n\n \n \n \n \n \n An algorithm to learn causal relations between genes from steady state data: simulation and its application to melanoma dataset.\n \n \n \n\n\n \n Zhang, X.; Baral, C.; and Kim, S.\n\n\n \n\n\n\n In
Conference on Artificial Intelligence in Medicine in Europe, pages 524–534, 2005. Springer, Berlin, Heidelberg\n
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@inproceedings{zhang2005algorithm,\n title={An algorithm to learn causal relations between genes from steady state data: simulation and its application to melanoma dataset},\n author={Zhang, Xin and Baral, Chitta and Kim, Seungchan},\n booktitle={Conference on Artificial Intelligence in Medicine in Europe},\n pages={524--534},\n year={2005},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Logic Programming and Nonmonotonic Reasoning: 8th International Conference, LPNMR 2005, Diamante, Italy, September 5-8, 2005, Proceedings.\n \n \n \n\n\n \n Baral, C.; Greco, G.; Leone, N.; and Terracina, G.\n\n\n \n\n\n\n 2005.\n
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@misc{baral2005logic,\n title={Logic Programming and Nonmonotonic Reasoning: 8th International Conference, LPNMR 2005, Diamante, Italy, September 5-8, 2005, Proceedings},\n author={Baral, Chitta and Greco, Gianluigi and Leone, Nicola and Terracina, Giorgio},\n year={2005},\n publisher={Springer}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about the ERK signal transduction pathway using BioSigNet-RR.\n \n \n \n\n\n \n Shankland, C.; Tran, N.; Baral, C.; Kolch, W.; and Plotkin, G\n\n\n \n\n\n\n In
Proceedings of the Third International Conference on Computational Methods in System Biology (CMSB 2005), 2005. \n
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@inproceedings{shankland2005reasoning,\n title={Reasoning about the ERK signal transduction pathway using BioSigNet-RR},\n author={Shankland, Carron and Tran, Nam and Baral, Chitta and Kolch, Walter and Plotkin, G},\n booktitle={Proceedings of the Third International Conference on Computational Methods in System Biology (CMSB 2005)},\n year={2005}\n}\n\n\n
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\n\n \n \n \n \n \n Using SAT and logic programming to design polynomial-time algorithms for planning in non-deterministic domains.\n \n \n \n\n\n \n Baral, C.; Eiter, T.; and Zhao, J.\n\n\n \n\n\n\n In
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, volume 20, pages 578, 2005. Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999\n
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@inproceedings{baral2005using,\n title={Using SAT and logic programming to design polynomial-time algorithms for planning in non-deterministic domains},\n author={Baral, Chitta and Eiter, Thomas and Zhao, Jicheng},\n booktitle={PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE},\n volume={20},\n number={2},\n pages={578},\n year={2005},\n organization={Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999}\n}\n\n\n
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\n\n \n \n \n \n \n Alan: An action language for modelling non-markovian domains.\n \n \n \n\n\n \n González, G.; Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n
Studia Logica, 79(1): 115–134. 2005.\n
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@article{gonzalez2005alan,\n title={Alan: An action language for modelling non-markovian domains},\n author={Gonz{\\'a}lez, Graciela and Baral, Chitta and Gelfond, Michael},\n journal={Studia Logica},\n volume={79},\n number={1},\n pages={115--134},\n year={2005},\n publisher={Kluwer Academic Publishers}\n}\n\n\n
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\n\n \n \n \n \n \n Regression-based Conditional Planning in the Presence of Sensing Actions and Uncertainty in the Initial State.\n \n \n \n\n\n \n Tuan, L.; Baral, C.; and Son, T. C.\n\n\n \n\n\n\n Technical Report Technical report, Computer Science Department, New Mexico State University …, 2005.\n
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@techreport{tuan2005regression,\n title={Regression-based Conditional Planning in the Presence of Sensing Actions and Uncertainty in the Initial State},\n author={Tuan, LC and Baral, Chitta and Son, Tran Cao},\n year={2005},\n institution={Technical report, Computer Science Department, New Mexico State University~…}\n}\n\n\n
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\n\n \n \n \n \n \n Answer Set Programming as the Basis for a Homeland Security QAS.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; and Scherl, R. B\n\n\n \n\n\n\n In
AAAI Spring Symposium: AI Technologies for Homeland Security, pages 149–150, 2005. \n
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@inproceedings{baral2005answer,\n title={Answer Set Programming as the Basis for a Homeland Security QAS.},\n author={Baral, Chitta and Gelfond, Michael and Scherl, Richard B},\n booktitle={AAAI Spring Symposium: AI Technologies for Homeland Security},\n pages={149--150},\n year={2005}\n}\n\n\n\n
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\n\n \n \n \n \n \n Building an Open Knowledge Library.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n In
3rd International Workshop on Answer Set Programming: Advances in Theory and Implementation, ASP 2005, Co-located Event with the 19th International Joint Conference on Artificial Intelligence, IJCAI 2005, pages 8–9, 2005. \n
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@inproceedings{baral2005building,\n title={Building an Open Knowledge Library},\n author={Baral, Chitta},\n booktitle={3rd International Workshop on Answer Set Programming: Advances in Theory and Implementation, ASP 2005, Co-located Event with the 19th International Joint Conference on Artificial Intelligence, IJCAI 2005},\n pages={8--9},\n year={2005}\n}\n\n\n
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\n\n \n \n \n \n \n Machine Learning, Knowledge Discovery and Data Mining-An Algorithm to Learn Causal Relations Between Genes from Steady State Data: Simulation and Its Application to Melanoma Dataset.\n \n \n \n\n\n \n Zhang, X.; Baral, C.; and Kim, S.\n\n\n \n\n\n\n
Lecture Notes in Computer Science, 3581: 524–534. 2005.\n
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@article{zhang2005machine,\n title={Machine Learning, Knowledge Discovery and Data Mining-An Algorithm to Learn Causal Relations Between Genes from Steady State Data: Simulation and Its Application to Melanoma Dataset},\n author={Zhang, Xin and Baral, Chitta and Kim, Seungchan},\n journal={Lecture Notes in Computer Science},\n volume={3581},\n pages={524--534},\n year={2005},\n publisher={Berlin: Springer-Verlag, 1973-}\n}\n\n\n
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\n\n \n \n \n \n \n Data integration: a challenging ASP application.\n \n \n \n\n\n \n Leone, N.; Eiter, T.; Faber, W.; Fink, M.; Gottlob, G.; Granata, L.; Greco, G.; Kałka, E.; Ianni, G.; Lembo, D.; and others\n\n\n \n\n\n\n In
International Conference on Logic Programming and Nonmonotonic Reasoning, pages 379–383, 2005. Springer, Berlin, Heidelberg\n
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@inproceedings{leone2005data,\n title={Data integration: a challenging ASP application},\n author={Leone, Nicola and Eiter, Thomas and Faber, Wolfgang and Fink, Michael and Gottlob, Georg and Granata, Luigi and Greco, Gianluigi and Ka{\\l}ka, Edyta and Ianni, Giovambattista and Lembo, Domenico and others},\n booktitle={International Conference on Logic Programming and Nonmonotonic Reasoning},\n pages={379--383},\n year={2005},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Discovering drug interactions: a text-mining and reasoning ap-proach based on properties of drug metabolism.\n \n \n \n\n\n \n Tari, L.; Anwar, S.; Liang, S.; Cai, J.; and Baral, C.\n\n\n \n\n\n\n . 2005.\n
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@article{tari2005discovering,\n title={Discovering drug interactions: a text-mining and reasoning ap-proach based on properties of drug metabolism},\n author={Tari, Luis and Anwar, Saadat and Liang, Shanshan and Cai, James and Baral, Chitta},\n year={2005}\n}\n\n
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\n \n 2004\n \n \n (18)\n \n \n
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\n\n \n \n \n \n \n Probabilistic reasoning with answer sets.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; and Rushton, N.\n\n\n \n\n\n\n In
International Conference on Logic Programming and Nonmonotonic Reasoning, pages 21–33, 2004. Springer, Berlin, Heidelberg\n
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@inproceedings{baral2004probabilistic,\n title={Probabilistic reasoning with answer sets},\n author={Baral, Chitta and Gelfond, Michael and Rushton, Nelson},\n booktitle={International Conference on Logic Programming and Nonmonotonic Reasoning},\n pages={21--33},\n year={2004},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n A knowledge based approach for representing and reasoning about signaling networks.\n \n \n \n\n\n \n Baral, C.; Chancellor, K.; Tran, N.; Tran, N.; Joy, A.; and Berens, M.\n\n\n \n\n\n\n
Bioinformatics, 20(suppl_1): i15–i22. 2004.\n
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@article{baral2004knowledge,\n title={A knowledge based approach for representing and reasoning about signaling networks},\n author={Baral, Chitta and Chancellor, Karen and Tran, Nam and Tran, NL and Joy, Anna and Berens, Michael},\n journal={Bioinformatics},\n volume={20},\n number={suppl\\_1},\n pages={i15--i22},\n year={2004},\n publisher={Oxford University Press}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about triggered actions in AnsProlog and its application to molecular interactions in cells.\n \n \n \n\n\n \n Tran, N.; and Baral, C.\n\n\n \n\n\n\n
Proc. of KR, 2004: 554–563. 2004.\n
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@article{tran2004reasoning,\n title={Reasoning about triggered actions in AnsProlog and its application to molecular interactions in cells},\n author={Tran, Nam and Baral, Chitta},\n journal={Proc. of KR},\n volume={2004},\n pages={554--563},\n year={2004}\n}\n\n\n
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\n\n \n \n \n \n \n Goal specification in presence of non-deterministic actions.\n \n \n \n\n\n \n de Mdntaras, R L.; and Saitta, L\n\n\n \n\n\n\n In
ECAI 2004: 16th European Conference on Artificial Intelligence, August 22-27, 2004, Valencia, Spain: Including Prestigious Applicants [sic] of Intelligent Systems (PAIS 2004): Proceedings, volume 110, pages 273, 2004. IOS Press\n
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@inproceedings{de2004goal,\n title={Goal specification in presence of non-deterministic actions},\n author={de Mdntaras, R Lopez and Saitta, L},\n booktitle={ECAI 2004: 16th European Conference on Artificial Intelligence, August 22-27, 2004, Valencia, Spain: Including Prestigious Applicants [sic] of Intelligent Systems (PAIS 2004): Proceedings},\n volume={110},\n pages={273},\n year={2004},\n organization={IOS Press}\n}\n\n\n
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\n\n \n \n \n \n \n Using answer set programming to answer complex queries.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; and Scherl, R.\n\n\n \n\n\n\n In
Proceedings of the Workshop on Pragmatics of Question Answering at HLT-NAACL 2004, pages 17–22, 2004. \n
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@inproceedings{baral2004using,\n title={Using answer set programming to answer complex queries},\n author={Baral, Chitta and Gelfond, Michael and Scherl, Richard},\n booktitle={Proceedings of the Workshop on Pragmatics of Question Answering at HLT-NAACL 2004},\n pages={17--22},\n year={2004}\n}\n\n\n
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\n\n \n \n \n \n \n Regression with respect to sensing actions and partial states.\n \n \n \n\n\n \n Tuan, L.; Baral, C.; Zhang, X.; and Son, T. C.\n\n\n \n\n\n\n In
AAAI, volume 4, pages 556–561, 2004. \n
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@inproceedings{tuan2004regression,\n title={Regression with respect to sensing actions and partial states},\n author={Tuan, Le-Chi and Baral, Chitta and Zhang, Xin and Son, Tran Cao},\n booktitle={AAAI},\n volume={4},\n pages={556--561},\n year={2004}\n}\n\n\n
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\n\n \n \n \n \n \n Encoding probabilistic causal model in probabilistic action language.\n \n \n \n\n\n \n Tran, N.; and Baral, C.\n\n\n \n\n\n\n In
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, pages 305–310, 2004. Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999\n
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@inproceedings{tran2004encoding,\n title={Encoding probabilistic causal model in probabilistic action language},\n author={Tran, Nam and Baral, Chitta},\n booktitle={PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE},\n pages={305--310},\n year={2004},\n organization={Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999}\n}\n\n\n
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\n\n \n \n \n \n \n Adding time and intervals to procedural and hierarchical control specifications.\n \n \n \n\n\n \n Son, T. C.; Baral, C.; and Tuan, L.\n\n\n \n\n\n\n In
AAAI, pages 92–97, 2004. \n
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@inproceedings{son2004adding,\n title={Adding time and intervals to procedural and hierarchical control specifications},\n author={Son, Tran Cao and Baral, Chitta and Tuan, Le-Chi},\n booktitle={AAAI},\n pages={92--97},\n year={2004}\n}\n\n\n
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\n\n \n \n \n \n \n Group-Theoretic Approach as a General Framework for Sensors, Neural Networks, Fuzzy Control, and Genetic Boolean Networks.\n \n \n \n\n\n \n Nguyen, H. T; Kreinovich, V.; Baral, C.; and Mazin, V. D\n\n\n \n\n\n\n . 2004.\n
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@article{nguyen2004group,\n title={Group-Theoretic Approach as a General Framework for Sensors, Neural Networks, Fuzzy Control, and Genetic Boolean Networks},\n author={Nguyen, Hung T and Kreinovich, Vladik and Baral, Chitta and Mazin, Valery D},\n year={2004}\n}\n\n\n
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\n\n \n \n \n \n \n A polynomial-time algorithm for constructing k-maintainable policies.\n \n \n \n\n\n \n Baral, C.; and Eiter, T.\n\n\n \n\n\n\n 2004.\n
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@misc{baral2004polynomial,\n title={A polynomial-time algorithm for constructing k-maintainable policies},\n author={Baral, Chitta and Eiter, Thomas},\n year={2004},\n publisher={na}\n}\n\n\n
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\n\n \n \n \n \n \n An action theory approach for representing and reasoning about signal transduction knowledge.\n \n \n \n\n\n \n Tran, N.; and Baral, C.\n\n\n \n\n\n\n . 2004.\n
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@article{tran2004action,\n title={An action theory approach for representing and reasoning about signal transduction knowledge},\n author={Tran, Nam and Baral, Chitta},\n year={2004}\n}\n\n\n
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\n\n \n \n \n \n \n Regression with respect to sensing actions and partial states.\n \n \n \n\n\n \n Tuan, L.; Baral, C.; Zhang, X.; and Son, T. C.\n\n\n \n\n\n\n In
AAAI, volume 4, pages 556–561, 2004. \n
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@inproceedings{tuan2004regression,\n title={Regression with respect to sensing actions and partial states},\n author={Tuan, Le-Chi and Baral, Chitta and Zhang, Xin and Son, Tran Cao},\n booktitle={AAAI},\n volume={4},\n pages={556--561},\n year={2004}\n}\n\n\n
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\n\n \n \n \n \n \n A knowledge based approach for representing and reasoning about signaling networks.\n \n \n \n\n\n \n Baral, C.; Chancellor, K.; Tran, N.; Tran, N.; Joy, A.; and Berens, M.\n\n\n \n\n\n\n
Bioinformatics, 20(suppl_1): i15–i22. 2004.\n
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@article{baral2004knowledge,\n title={A knowledge based approach for representing and reasoning about signaling networks},\n author={Baral, Chitta and Chancellor, Karen and Tran, Nam and Tran, NL and Joy, Anna and Berens, Michael},\n journal={Bioinformatics},\n volume={20},\n number={suppl\\_1},\n pages={i15--i22},\n year={2004},\n publisher={Oxford University Press}\n}\n\n\n
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\n\n \n \n \n \n \n A polynomial-time algorithm for constructing k-maintainable policies.\n \n \n \n\n\n \n Baral, C.; and Eiter, T.\n\n\n \n\n\n\n na, 2004.\n
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@book{baral2004polynomial,\n title={A polynomial-time algorithm for constructing k-maintainable policies},\n author={Baral, Chitta and Eiter, Thomas},\n year={2004},\n publisher={na}\n}\n\n\n
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\n\n \n \n \n \n \n Maintenance goals of agents in a dynamic environment: Formulation and policy construction.\n \n \n \n\n\n \n Baral, C.; Eiter, T.; Bjäreland, M.; and Nakamura, M.\n\n\n \n\n\n\n Technical Report Technical Report INFSYS RR-1843-04-04, Institut für Informationssysteme …, 2004.\n
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@techreport{baral2004maintenance,\n title={Maintenance goals of agents in a dynamic environment: Formulation and policy construction},\n author={Baral, Chitta and Eiter, Thomas and Bj{\\"a}reland, Marcus and Nakamura, Mutsumi},\n year={2004},\n institution={Technical Report INFSYS RR-1843-04-04, Institut f{\\"u}r Informationssysteme~…}\n}\n\n\n
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\n\n \n \n \n \n \n ANSWER SET PROGRAMMING.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n . 2004.\n
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@article{baral2004answer,\n title={ANSWER SET PROGRAMMING},\n author={Baral, Chitta},\n year={2004}\n}\n\n\n
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\n\n \n \n \n \n \n Goal specification in presence of non-deterministic actions.\n \n \n \n\n\n \n Baral, C.; and Zhao, J.\n\n\n \n\n\n\n In
ECAI, volume 16, pages 273, 2004. \n
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@inproceedings{baral2004goal,\n title={Goal specification in presence of non-deterministic actions},\n author={Baral, Chitta and Zhao, Jicheng},\n booktitle={ECAI},\n volume={16},\n pages={273},\n year={2004}\n}\n\n\n
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\n \n 2003\n \n \n (10)\n \n \n
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\n\n \n \n \n \n \n Knowledge representation, reasoning and declarative problem solving.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n 2003.\n
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@misc{baral2003knowledge,\n title={Knowledge representation, reasoning and declarative problem solving},\n author={Baral, Chitta},\n year={2003},\n publisher={Cambridge university press}\n}\n\n\n
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\n\n \n \n \n \n \n Alan: An action language for non-markovian domains.\n \n \n \n\n\n \n González, G.; Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n In
NonMon. Reasoning, Action and Change Workshop, 2003. \n
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@inproceedings{gonzalez2003alan,\n title={Alan: An action language for non-markovian domains},\n author={Gonz{\\'a}lez, Graciela and Baral, Chitta and Gelfond, Michael},\n booktitle={NonMon. Reasoning, Action and Change Workshop},\n year={2003}\n}\n\n\n
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\n\n \n \n \n \n \n Encoding probabilistic causal models in probabilistic action language PAL.\n \n \n \n\n\n \n Baral, C.; and Tran, N.\n\n\n \n\n\n\n
Nonmonotonic Reasoning, Action, and Change (NRAC’03). 2003.\n
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@article{baral2003encoding,\n title={Encoding probabilistic causal models in probabilistic action language PAL},\n author={Baral, Chitta and Tran, Nam},\n journal={Nonmonotonic Reasoning, Action, and Change (NRAC’03)},\n year={2003}\n}\n\n\n
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\n\n \n \n \n \n \n Representing and reasoning about signal networks: an illustration using NF/spl kappa/B dependent signaling pathways.\n \n \n \n\n\n \n Baral, C.; Chancellor, K.; and Tran, N.\n\n\n \n\n\n\n In
Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003, pages 623–628, 2003. IEEE\n
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@inproceedings{baral2003representing,\n title={Representing and reasoning about signal networks: an illustration using NF/spl kappa/B dependent signaling pathways},\n author={Baral, Chitta and Chancellor, Karen and Tran, Nam},\n booktitle={Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003},\n pages={623--628},\n year={2003},\n organization={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Complexity and approximation studies of finding polynomially bounded length plans for temporal goals.\n \n \n \n\n\n \n Baral, C.; Kreinovich, V.; Sarkar, S.; Tran, N.; Trejo, R.; and Zhang, X.\n\n\n \n\n\n\n
Complexity, 5: 1–2003. 2003.\n
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@article{baral2003complexity,\n title={Complexity and approximation studies of finding polynomially bounded length plans for temporal goals},\n author={Baral, Chitta and Kreinovich, Vladik and Sarkar, Sudeshna and Tran, Nam and Trejo, Raul and Zhang, Xin},\n journal={Complexity},\n volume={5},\n pages={1--2003},\n year={2003}\n}\n\n\n
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\n\n \n \n \n \n \n Planning In The Presence Of Triggered Actions: Application To Cell Signaling Pathways.\n \n \n \n\n\n \n Tuan, L.; Tran, N.; and Baral, C.\n\n\n \n\n\n\n . 2003.\n
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@article{tuan2003planning,\n title={Planning In The Presence Of Triggered Actions: Application To Cell Signaling Pathways},\n author={Tuan, Le-chi and Tran, Nam and Baral, Chitta},\n year={2003}\n}\n\n\n
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\n\n \n \n \n \n \n Golog+ HTNTI: Adding time and intervals to procedural and hierarchical control knowledge.\n \n \n \n\n\n \n Baral, C.; Son, T. C.; and Tuan, L.\n\n\n \n\n\n\n . 2003.\n
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@article{baral2003golog+,\n title={Golog+ HTNTI: Adding time and intervals to procedural and hierarchical control knowledge},\n author={Baral, Chitta and Son, Tran Cao and Tuan, Le-Chi},\n year={2003}\n}\n\n\n
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\n\n \n \n \n \n \n Introduction to the special issue on Programming with answer sets.\n \n \n \n\n\n \n Baral, C.; Provetti, A.; and Son, T. C.\n\n\n \n\n\n\n
Theory and Practice of Logic Programming, 3(4+ 5): 387–391. 2003.\n
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@article{baral2003introduction,\n title={Introduction to the special issue on Programming with answer sets},\n author={Baral, Chitta and Provetti, Alessandro and Son, Tran Cao},\n journal={Theory and Practice of Logic Programming},\n volume={3},\n number={4+ 5},\n pages={387--391},\n year={2003},\n publisher={Cambridge University Press}\n}\n\n\n
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\n\n \n \n \n \n \n Alan: An Action Language for Modelling Multimedia Presentations Using Non-Markovian Domains.\n \n \n \n\n\n \n González, G.; Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n . 2003.\n
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@article{gonzalez2003alan,\n title={Alan: An Action Language for Modelling Multimedia Presentations Using Non-Markovian Domains},\n author={Gonz{\\'a}lez, Graciela and Baral, Chitta and Gelfond, Michael},\n year={2003}\n}\n\n\n
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\n\n \n \n \n \n \n Knowledge Representation, Reasoning.\n \n \n \n\n\n \n Baral, C\n\n\n \n\n\n\n . 2003.\n
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@article{baral2003knowledge,\n title={Knowledge Representation, Reasoning},\n author={Baral, C},\n year={2003}\n}\n\n\n
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\n \n 2002\n \n \n (8)\n \n \n
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\n\n \n \n \n \n \n Reasoning about actions in a probabilistic setting.\n \n \n \n\n\n \n Baral, C.; Tran, N.; and Tuan, L.\n\n\n \n\n\n\n In
AAAI/IAAI, pages 507–512, 2002. \n
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@inproceedings{baral2002reasoning,\n title={Reasoning about actions in a probabilistic setting},\n author={Baral, Chitta and Tran, Nam and Tuan, Le-Chi},\n booktitle={AAAI/IAAI},\n pages={507--512},\n year={2002}\n}\n\n\n
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\n\n \n \n \n \n \n A transition function based characterization of actions with delayed and continuous effects.\n \n \n \n\n\n \n Baral, C.; Son, T. C.; and Tuan, L.\n\n\n \n\n\n\n In
KR, pages 291–302, 2002. \n
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@inproceedings{baral2002transition,\n title={A transition function based characterization of actions with delayed and continuous effects},\n author={Baral, Chitta and Son, Tran Cao and Tuan, Le-Chi},\n booktitle={KR},\n pages={291--302},\n year={2002}\n}\n\n\n
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\n\n \n \n \n \n \n The complexity of model checking for knowledge update.\n \n \n \n\n\n \n Baral, C.; and Zhang, Y.\n\n\n \n\n\n\n In
KR, pages 82–96, 2002. \n
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@inproceedings{baral2002complexity,\n title={The complexity of model checking for knowledge update},\n author={Baral, Chitta and Zhang, Yan},\n booktitle={KR},\n pages={82--96},\n year={2002}\n}\n\n\n
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\n\n \n \n \n \n \n AAAI 2002 Workshops.\n \n \n \n\n\n \n Blake, B.; Haigh, K.; Hexmoor, H.; Falcone, R.; Soh, L.; Baral, C.; McIlraith, S.; Gmytrasiewicz, P.; Parsons, S.; Malaka, R.; and others\n\n\n \n\n\n\n
AI Magazine, 23(4): 113–113. 2002.\n
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@article{blake2002aaai,\n title={AAAI 2002 Workshops},\n author={Blake, Brian and Haigh, Karen and Hexmoor, Henry and Falcone, Rino and Soh, Leen-Kiat and Baral, Chitta and McIlraith, Sheila and Gmytrasiewicz, Piotr and Parsons, Simon and Malaka, Rainer and others},\n journal={AI Magazine},\n volume={23},\n number={4},\n pages={113--113},\n year={2002}\n}\n\n\n
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\n\n \n \n \n \n \n Workshop on Non-Monotonic Reasoning NMR2́000.\n \n \n \n\n\n \n Baral, C.; and Truszczynski, M.\n\n\n \n\n\n\n Kluwer, 2002.\n
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@book{baral2002workshop,\n title={Workshop on Non-Monotonic Reasoning NMR2́000},\n author={Baral, Chitta and Truszczynski, Miroslaw},\n year={2002},\n publisher={Kluwer}\n}\n\n\n
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\n\n \n \n \n \n \n Computational Complexity of Planning with Discrete Time and Continuous State Variables.\n \n \n \n\n\n \n Baral, C.; and Kreinovich, V.\n\n\n \n\n\n\n
Computational Complexity, 1: 1–2002. 2002.\n
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@article{baral2002computational,\n title={Computational Complexity of Planning with Discrete Time and Continuous State Variables},\n author={Baral, Chitta and Kreinovich, Vladik},\n journal={Computational Complexity},\n volume={1},\n pages={1--2002},\n year={2002}\n}\n\n\n
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\n\n \n \n \n \n \n AAAI 2002 workshops.(Workshop Reports).\n \n \n \n\n\n \n Blake, B.; Haigh, K.; Hexmoor, H.; Falcone, R.; Soh, L.; Baral, C.; McIlraith, S.; Gmytrasiewicz, P.; Parsons, S.; Malaka, R.; and others\n\n\n \n\n\n\n
AI Magazine, 23(4): 113–122. 2002.\n
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@article{blake2002aaai,\n title={AAAI 2002 workshops.(Workshop Reports)},\n author={Blake, Brian and Haigh, Karen and Hexmoor, Henry and Falcone, Rino and Soh, Leen-Kiat and Baral, Chitta and McIlraith, Sheila and Gmytrasiewicz, Piotr and Parsons, Simon and Malaka, Rainer and others},\n journal={AI Magazine},\n volume={23},\n number={4},\n pages={113--122},\n year={2002},\n publisher={American Association for Artificial Intelligence}\n}\n\n\n
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\n \n 2001\n \n \n (15)\n \n \n
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\n\n \n \n \n \n \n Reasoning in description logics using declarative logic programming.\n \n \n \n\n\n \n Alsaç, G.; and Baral, C.\n\n\n \n\n\n\n
Report, Department of Computer Science and Engineering, Arizona State University. 2001.\n
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@article{alsacc2001reasoning,\n title={Reasoning in description logics using declarative logic programming},\n author={Alsa{\\c{c}}, Guray and Baral, Chitta},\n journal={Report, Department of Computer Science and Engineering, Arizona State University},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n Declarative specification and solution of combinatorial auctions using logic programming.\n \n \n \n\n\n \n Baral, C.; and Uyan, C.\n\n\n \n\n\n\n In
International Conference on Logic Programming and Nonmonotonic Reasoning, pages 186–199, 2001. Springer, Berlin, Heidelberg\n
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@inproceedings{baral2001declarative,\n title={Declarative specification and solution of combinatorial auctions using logic programming},\n author={Baral, Chitta and Uyan, Cenk},\n booktitle={International Conference on Logic Programming and Nonmonotonic Reasoning},\n pages={186--199},\n year={2001},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Computational complexity of planning with temporal goals.\n \n \n \n\n\n \n Baral, C.; Kreinovich, V.; and Trejo, R. A\n\n\n \n\n\n\n . 2001.\n
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@article{baral2001computational,\n title={Computational complexity of planning with temporal goals},\n author={Baral, Chitta and Kreinovich, Vladik and Trejo, Ra{\\'u}l A},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n Planning with different forms of domain-dependent control knowledge—an answer set programming approach.\n \n \n \n\n\n \n Son, T. C.; Baral, C.; and McIlraith, S.\n\n\n \n\n\n\n In
International Conference on Logic Programming and Nonmonotonic Reasoning, pages 226–239, 2001. Springer, Berlin, Heidelberg\n
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@inproceedings{son2001planning,\n title={Planning with different forms of domain-dependent control knowledge—an answer set programming approach},\n author={Son, Tran Cao and Baral, Chitta and McIlraith, Sheila},\n booktitle={International Conference on Logic Programming and Nonmonotonic Reasoning},\n pages={226--239},\n year={2001},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n On the semantics of knowledge update.\n \n \n \n\n\n \n Baral, C.; and Zhang, Y.\n\n\n \n\n\n\n In
IJCAI, pages 97–102, 2001. \n
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@inproceedings{baral2001semantics,\n title={On the semantics of knowledge update},\n author={Baral, Chitta and Zhang, Yan},\n booktitle={IJCAI},\n pages={97--102},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n Extending Answer Set Planning with Sequence, Conditional, Loop, Non-Deterministic Choice, and Procedure Constructs.\n \n \n \n\n\n \n Son, T. C.; Baral, C.; and McIlraith, S. A\n\n\n \n\n\n\n In
Answer Set Programming, 2001. \n
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@inproceedings{son2001extending,\n title={Extending Answer Set Planning with Sequence, Conditional, Loop, Non-Deterministic Choice, and Procedure Constructs.},\n author={Son, Tran Cao and Baral, Chitta and McIlraith, Sheila A},\n booktitle={Answer Set Programming},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n Effect of knowledge representation on model based planning: experiments using logic programming encodings.\n \n \n \n\n\n \n Tuan, L.; and Baral, C.\n\n\n \n\n\n\n In
Answer Set Programming, 2001. \n
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@inproceedings{tuan2001effect,\n title={Effect of knowledge representation on model based planning: experiments using logic programming encodings.},\n author={Tuan, Le-chi and Baral, Chitta},\n booktitle={Answer Set Programming},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n From planning to searching for the shortest plan: An optimal transition.\n \n \n \n\n\n \n Trejo, R.; Galloway, J.; Sachar, C.; Kreinovich, V.; Baral, C.; and Tuan, L. C.\n\n\n \n\n\n\n
International journal of uncertainty, fuzziness and knowledge-based systems, 9(06): 827–837. 2001.\n
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@article{trejo2001planning,\n title={From planning to searching for the shortest plan: An optimal transition},\n author={Trejo, Raul and Galloway, Joel and Sachar, Charanjiv and Kreinovich, Vladik and Baral, Chitta and Tuan, Le Chi},\n journal={International journal of uncertainty, fuzziness and knowledge-based systems},\n volume={9},\n number={06},\n pages={827--837},\n year={2001},\n publisher={World Scientific Publishing Company}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about actions in presence of resources: applications to planning and scheduling.\n \n \n \n\n\n \n Baral, C.; Son, T. C.; and Tuan, L.\n\n\n \n\n\n\n In
Proc. of ICIT, 2001. \n
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@inproceedings{baral2001reasoning,\n title={Reasoning about actions in presence of resources: applications to planning and scheduling},\n author={Baral, Chitta and Son, Tran Cao and Tuan, Le-Chi},\n booktitle={Proc. of ICIT},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n A representation of the traffic world in the language of the causal calculator.\n \n \n \n\n\n \n Akman, J L. V; Erdogan, S. T; and Lifschitz, V\n\n\n \n\n\n\n
Proc. Common Sense 2001. 2001.\n
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@article{akman2001representation,\n title={A representation of the traffic world in the language of the causal calculator},\n author={Akman, J Lee V and Erdogan, Selim T and Lifschitz, V},\n journal={Proc. Common Sense 2001},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n A formal characterization of maintenance goals.\n \n \n \n\n\n \n Nakamura, M.; and Baral, C.\n\n\n \n\n\n\n . 2001.\n
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@article{nakamura2001formal,\n title={A formal characterization of maintenance goals},\n author={Nakamura, Mutsumi and Baral, Chitta},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n Dechter, R. and Y. El Fattah Topological parameters for time-space tradeoff 93–118 du Boulay, Benedict NJ Nilsson, Artificial Intelligence: A New Synthesis; T. Dean, J. Allen and Y. Aloimonos, Artificial Intelligence: Theory and Practice; D. Poole.\n \n \n \n\n\n \n Mackworth, A; Goebel, R; Ramoni, M; Sebastiani, P; Slaney, J; Thiébaux, S; Son, T.; and Baral, C\n\n\n \n\n\n\n
Artificial Intelligence, 125: 251. 2001.\n
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@article{mackworth2001dechter,\n title={Dechter, R. and Y. El Fattah Topological parameters for time-space tradeoff 93--118 du Boulay, Benedict NJ Nilsson, Artificial Intelligence: A New Synthesis; T. Dean, J. Allen and Y. Aloimonos, Artificial Intelligence: Theory and Practice; D. Poole},\n author={Mackworth, A and Goebel, R and Ramoni, M and Sebastiani, P and Slaney, J and Thi{\\'e}baux, S and Son, TC and Baral, C},\n journal={Artificial Intelligence},\n volume={125},\n pages={251},\n year={2001}\n}\n\n\n
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\n\n \n \n \n \n \n Master Index—Volumes 121–130.\n \n \n \n\n\n \n Abdelbar, A.; Hedetniemi, S.; Hedetniemi, S.; Bailey-Kellogg, C; Zhao, F; Baral, C; Kreinovich, V; Trejo, R; Beck, J.; Fox, M.; and others\n\n\n \n\n\n\n
Artificial Intelligence, 130: 239–246. 2001.\n
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@article{abdelbar2001master,\n title={Master Index—Volumes 121--130},\n author={Abdelbar, AM and Hedetniemi, ST and Hedetniemi, SM and Bailey-Kellogg, C and Zhao, F and Baral, C and Kreinovich, V and Trejo, R and Beck, JC and Fox, MS and others},\n journal={Artificial Intelligence},\n volume={130},\n pages={239--246},\n year={2001}\n}\n\n\n
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\n \n 2000\n \n \n (17)\n \n \n
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\n\n \n \n \n \n \n Reasoning agents in dynamic domains.\n \n \n \n\n\n \n Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n In
Logic-based artificial intelligence, pages 257–279. Springer, Boston, MA, 2000.\n
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@incollection{baral2000reasoning,\n title={Reasoning agents in dynamic domains},\n author={Baral, Chitta and Gelfond, Michael},\n booktitle={Logic-based artificial intelligence},\n pages={257--279},\n year={2000},\n publisher={Springer, Boston, MA}\n}\n\n\n
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\n\n \n \n \n \n \n Computational complexity of planning and approximate planning in the presence of incompleteness.\n \n \n \n\n\n \n Baral, C.; Kreinovich, V.; and Trejo, R.\n\n\n \n\n\n\n
Artificial Intelligence, 122(1-2): 241–267. 2000.\n
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@article{baral2000computational,\n title={Computational complexity of planning and approximate planning in the presence of incompleteness},\n author={Baral, Chitta and Kreinovich, Vladik and Trejo, Ra{\\'u}l},\n journal={Artificial Intelligence},\n volume={122},\n number={1-2},\n pages={241--267},\n year={2000},\n publisher={Elsevier}\n}\n\n\n
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\n\n \n \n \n \n \n Abductive reasoning through filtering.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n
Artificial Intelligence, 120(1): 1–28. 2000.\n
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@article{baral2000abductive,\n title={Abductive reasoning through filtering},\n author={Baral, Chitta},\n journal={Artificial Intelligence},\n volume={120},\n number={1},\n pages={1--28},\n year={2000},\n publisher={Elsevier}\n}\n\n\n
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\n\n \n \n \n \n \n Towards feasible approach to plan checking under probabilistic uncertainty: interval methods.\n \n \n \n\n\n \n Trejo, R.; Kreinovich, V.; and Baral, C.\n\n\n \n\n\n\n In
AAAI/IAAI, pages 545–550, 2000. \n
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@inproceedings{trejo2000towards,\n title={Towards feasible approach to plan checking under probabilistic uncertainty: interval methods},\n author={Trejo, Raul and Kreinovich, Vladik and Baral, Chitta},\n booktitle={AAAI/IAAI},\n pages={545--550},\n year={2000}\n}\n\n\n
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\n\n \n \n \n \n \n Maintainability: a weaker stabilizability like notion for high level control.\n \n \n \n\n\n \n Nakamura, M.; Baral, C.; Bjäreland, M.; and others\n\n\n \n\n\n\n In
AAAI/IAAI, pages 62–67, 2000. \n
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@inproceedings{nakamura2000maintainability,\n title={Maintainability: a weaker stabilizability like notion for high level control},\n author={Nakamura, Mutsumi and Baral, Chitta and Bj{\\"a}reland, Marcus and others},\n booktitle={AAAI/IAAI},\n pages={62--67},\n year={2000}\n}\n\n\n
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\n\n \n \n \n \n \n Invariance, Maintenance, and Other Declarative Objectives of Triggers—A Formal Characterization of Active Databases.\n \n \n \n\n\n \n Nakamura, M.; and Baral, C.\n\n\n \n\n\n\n In
International Conference on Computational Logic, pages 1210–1224, 2000. Springer, Berlin, Heidelberg\n
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@inproceedings{nakamura2000invariance,\n title={Invariance, Maintenance, and Other Declarative Objectives of Triggers—A Formal Characterization of Active Databases},\n author={Nakamura, Mutsumi and Baral, Chitta},\n booktitle={International Conference on Computational Logic},\n pages={1210--1224},\n year={2000},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n From Planning to Searching for the Shortest Plan: An Optimal Transition.\n \n \n \n\n\n \n Le Chi Tuan, J. G.; Sachar, C.; Kreinovich, V.; and Baral, C.\n\n\n \n\n\n\n . 2000.\n
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@article{le2000planning,\n title={From Planning to Searching for the Shortest Plan: An Optimal Transition},\n author={Le Chi Tuan, Joel Galloway and Sachar, Charanjiv and Kreinovich, Vladik and Baral, Chitta},\n year={2000}\n}\n\n\n
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\n\n \n \n \n \n \n Towards Feasible Approach to Plan Checking Under Probabilistic Uncertainty: Interval Methods, With a Justification of Fuzzy Heuristics.\n \n \n \n\n\n \n ul Trejo, R.; Kreinovich, V.; and Baral, C.\n\n\n \n\n\n\n . 2000.\n
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@article{ul2000towards,\n title={Towards Feasible Approach to Plan Checking Under Probabilistic Uncertainty: Interval Methods, With a Justification of Fuzzy Heuristics},\n author={ul Trejo, Ra and Kreinovich, Vladik and Baral, Chitta},\n year={2000}\n}\n\n\n
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\n\n \n \n \n \n \n Database Systems (DOOD)-Invariance, Maintenance, and Other Declarative Objectives of Triggers-A Formal Characterization of Active Databases.\n \n \n \n\n\n \n Nakamura, M.; and Baral, C.\n\n\n \n\n\n\n
Lecture Notes in Computer Science, 1861: 1210–1224. 2000.\n
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@article{nakamura2000database,\n title={Database Systems (DOOD)-Invariance, Maintenance, and Other Declarative Objectives of Triggers-A Formal Characterization of Active Databases},\n author={Nakamura, Mutsumi and Baral, Chitta},\n journal={Lecture Notes in Computer Science},\n volume={1861},\n pages={1210--1224},\n year={2000},\n publisher={Berlin: Springer-Verlag, 1973-}\n}\n\n\n
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\n\n \n \n \n \n \n Computational complexity of planning, diagnosis, and diagnostic planning in the presence of static causal laws.\n \n \n \n\n\n \n Baral, C.; Tuan, L. C.; and Kreinovich, V.\n\n\n \n\n\n\n . 2000.\n
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@article{baral2000computational,\n title={Computational complexity of planning, diagnosis, and diagnostic planning in the presence of static causal laws},\n author={Baral, Chitta and Tuan, Le Chi and Kreinovich, Vladik},\n year={2000}\n}\n\n\n
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\n\n \n \n \n \n \n Abductive reasoning through filtering.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n
Artificial Intelligence, 120(1): 1–28. 2000.\n
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@article{baral2000abductive,\n title={Abductive reasoning through filtering},\n author={Baral, Chitta},\n journal={Artificial Intelligence},\n volume={120},\n number={1},\n pages={1--28},\n year={2000},\n publisher={Elsevier}\n}\n\n\n\n
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\n\n \n \n \n \n \n Givan, R., S. Leach and T. Dean Bounded-parameter Markov decision processes 71–109 Isli, A. and AG Cohn A new approach to cyclic ordering of 2D orientations using ternary relation algebras 137–187.\n \n \n \n\n\n \n Baral, C; Kreinovich, V; Trejo, R; Benferhat, S; Saffiotti, A; Smets, P; Dorndorf, U; Pesch, E; and Phan-Huy, T\n\n\n \n\n\n\n
Artificial Intelligence, 122: 275. 2000.\n
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@article{baral2000givan,\n title={Givan, R., S. Leach and T. Dean Bounded-parameter Markov decision processes 71--109 Isli, A. and AG Cohn A new approach to cyclic ordering of 2D orientations using ternary relation algebras 137--187},\n author={Baral, C and Kreinovich, V and Trejo, R and Benferhat, S and Saffiotti, A and Smets, P and Dorndorf, U and Pesch, E and Phan-Huy, T},\n journal={Artificial Intelligence},\n volume={122},\n pages={275},\n year={2000}\n}\n\n\n
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\n\n \n \n \n \n \n Master Index—Volumes 111–120.\n \n \n \n\n\n \n Ambite, J.; Knoblock, C.; Bacchus, F; Halpern, J.; Levesque, H.; Kabanza, F; Baral, C; Baroni, P; Giacomin, M; Guida, G; and others\n\n\n \n\n\n\n
Artificial Intelligence, 120: 281–290. 2000.\n
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@article{ambite2000master,\n title={Master Index—Volumes 111--120},\n author={Ambite, JL and Knoblock, CA and Bacchus, F and Halpern, JY and Levesque, HJ and Kabanza, F and Baral, C and Baroni, P and Giacomin, M and Guida, G and others},\n journal={Artificial Intelligence},\n volume={120},\n pages={281--290},\n year={2000}\n}\n\n\n
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\n \n 1999\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n Extending ConGolog to allow partial ordering.\n \n \n \n\n\n \n Baral, C.; and Son, T. C.\n\n\n \n\n\n\n In
International Workshop on Agent Theories, Architectures, and Languages, pages 188–204, 1999. Springer, Berlin, Heidelberg\n
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@inproceedings{baral1999extending,\n title={Extending ConGolog to allow partial ordering},\n author={Baral, Chitta and Son, Tran Cao},\n booktitle={International Workshop on Agent Theories, Architectures, and Languages},\n pages={188--204},\n year={1999},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about actual and hypothetical occurrences of concurrent and non-deterministic actions.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; and Watson, R.\n\n\n \n\n\n\n In
Dynamic Worlds, pages 73–109. Springer, Dordrecht, 1999.\n
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@incollection{baral1999reasoning,\n title={Reasoning about actual and hypothetical occurrences of concurrent and non-deterministic actions},\n author={Baral, Chitta and Gelfond, Michael and Watson, Richard},\n booktitle={Dynamic Worlds},\n pages={73--109},\n year={1999},\n publisher={Springer, Dordrecht}\n}\n\n\n
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\n\n \n \n \n \n \n Computational Complexity of Planning Without Sensing, Planning With Sensing, and Approximate Planning.\n \n \n \n\n\n \n Baral, C.; Kreinovich, V.; and Trejo, R.\n\n\n \n\n\n\n . 1999.\n
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@article{baral1999computational,\n title={Computational Complexity of Planning Without Sensing, Planning With Sensing, and Approximate Planning},\n author={Baral, Chitta and Kreinovich, Vladik and Trejo, Raul},\n year={1999},\n publisher={Citeseer}\n}\n\n\n
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\n\n \n \n \n \n \n Relating possible world based and POMDP based characterization of sensing actions.\n \n \n \n\n\n \n Baral, C.; and Tran, S. C.\n\n\n \n\n\n\n . 1999.\n
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@article{baral1999relating,\n title={Relating possible world based and POMDP based characterization of sensing actions},\n author={Baral, Chitta and Tran, Son Cao},\n year={1999}\n}\n\n\n
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\n\n \n \n \n \n \n Tape-less video technologies: Issues in workflow transitions.\n \n \n \n\n\n \n Arman, F.\n\n\n \n\n\n\n In
Proceedings IEEE International Conference on Multimedia Computing and Systems, volume 1, pages 58–61, 1999. IEEE\n
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@inproceedings{arman1999tape,\n title={Tape-less video technologies: Issues in workflow transitions},\n author={Arman, Farshid},\n booktitle={Proceedings IEEE International Conference on Multimedia Computing and Systems},\n volume={1},\n pages={58--61},\n year={1999},\n organization={IEEE}\n}\n\n\n
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\n \n 1998\n \n \n (16)\n \n \n
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\n\n \n \n \n \n \n A Logic programming theory of reasoning about actions.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n . 1998.\n
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@article{baral1998logic,\n title={A Logic programming theory of reasoning about actions},\n author={Baral, Chitta},\n year={1998},\n publisher={Citeseer}\n}\n\n
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\n\n \n \n \n \n \n From theory to practice: the UTEP robot in the AAAI 96 and AAAI 97 robot contests.\n \n \n \n\n\n \n Baral, C.; Floriano, L.; Hardesty, A.; Morales, D.; Nogueira, M.; and Son, T. C.\n\n\n \n\n\n\n In
International Conference on Autonomous Agents: Proceedings of the second international conference on Autonomous agents, volume 10, pages 32–38, 1998. \n
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@inproceedings{baral1998theory,\n title={From theory to practice: the UTEP robot in the AAAI 96 and AAAI 97 robot contests},\n author={Baral, Chitta and Floriano, Luis and Hardesty, Aaron and Morales, David and Nogueira, Monica and Son, Tran Cao},\n booktitle={International Conference on Autonomous Agents: Proceedings of the second international conference on Autonomous agents},\n volume={10},\n number={13},\n pages={32--38},\n year={1998}\n}\n\n\n
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\n\n \n \n \n \n \n Expanding queries to incomplete databases by interpolating general logic programs.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; and Kosheleva, O.\n\n\n \n\n\n\n
The Journal of Logic Programming, 35(3): 195–230. 1998.\n
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@article{baral1998expanding,\n title={Expanding queries to incomplete databases by interpolating general logic programs},\n author={Baral, Chitta and Gelfond, Michael and Kosheleva, Olga},\n journal={The Journal of Logic Programming},\n volume={35},\n number={3},\n pages={195--230},\n year={1998},\n publisher={North-Holland}\n}\n\n\n
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\n\n \n \n \n \n \n Robots, softbots, immobots: The 1997 aaai workshop on theories of action, planning and control.\n \n \n \n\n\n \n Goldman, R. P; and Baral, C.\n\n\n \n\n\n\n
The Knowledge Engineering Review, 13(2): 179–184. 1998.\n
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@article{goldman1998robots,\n title={Robots, softbots, immobots: The 1997 aaai workshop on theories of action, planning and control},\n author={Goldman, Robert P and Baral, Chitta},\n journal={The Knowledge Engineering Review},\n volume={13},\n number={2},\n pages={179--184},\n year={1998},\n publisher={Cambridge University Press}\n}\n\n\n
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\n\n \n \n \n \n \n A Logic programming theory of reasoning about actions.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n . 1998.\n
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@article{baral1998logic,\n title={A Logic programming theory of reasoning about actions},\n author={Baral, Chitta},\n year={1998},\n publisher={Citeseer}\n}\n\n\n
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\n\n \n \n \n \n \n From Theory to Practice: The UTEP Robot in the AAAI 96 Robot Contest.\n \n \n \n\n\n \n Son, T; Morales, D; Baral, C.; Nogueira, M; and Floriano, L.\n\n\n \n\n\n\n
NASA, (19990021059). 1998.\n
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@article{son1998theory,\n title={From Theory to Practice: The UTEP Robot in the AAAI 96 Robot Contest},\n author={Son, T and Morales, D and Baral, Chitta and Nogueira, M and Floriano, Luis},\n journal={NASA},\n number={19990021059},\n year={1998}\n}\n\n\n
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\n\n \n \n \n \n \n Abdelbar, AM An algorithm for finding MAPS for belief networks through cost-based abduction Aha, DW, see Kasif, S. Anrig, B., see Kohlas, J.\n \n \n \n\n\n \n Baral, C; Gabaldon, A; Provetti, A; and Costello, T\n\n\n \n\n\n\n
Artificial Intelligence, 104: 363–364. 1998.\n
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\n
@article{baral1998abdelbar,\n title={Abdelbar, AM An algorithm for finding MAPS for belief networks through cost-based abduction Aha, DW, see Kasif, S. Anrig, B., see Kohlas, J.},\n author={Baral, C and Gabaldon, A and Provetti, A and Costello, T},\n journal={Artificial Intelligence},\n volume={104},\n pages={363--364},\n year={1998}\n}\n\n\n
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\n\n \n \n \n \n \n Abdelbar, AM and SM Hedetniemi Approximating MAPS for belief networks is NP-hard and other theorems Arieli, 0. and A. Avron The value of the four values.\n \n \n \n\n\n \n Arzi-Gonczarowski, Z; Lehmann, D; Baral, C; Gabaldon, A; Provetti, A; Brusoni, V; Console, L; Terenziani, P; Dupre, D T.; Jonsson, P; and others\n\n\n \n\n\n\n
Artificial Intelligence, 102: 345–346. 1998.\n
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\n
@article{arzi1998abdelbar,\n title={Abdelbar, AM and SM Hedetniemi Approximating MAPS for belief networks is NP-hard and other theorems Arieli, 0. and A. Avron The value of the four values},\n author={Arzi-Gonczarowski, Z and Lehmann, D and Baral, C and Gabaldon, A and Provetti, A and Brusoni, V and Console, L and Terenziani, P and Dupre, D Theseider and Jonsson, P and others},\n journal={Artificial Intelligence},\n volume={102},\n pages={345--346},\n year={1998}\n}\n\n\n
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\n\n \n \n \n \n \n Relating theories of actions and reactive control.\n \n \n \n\n\n \n Baral, C.; and Tran, S. C.\n\n\n \n\n\n\n . 1998.\n
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@article{baral1998relating,\n title={Relating theories of actions and reactive control},\n author={Baral, Chitta and Tran, Son Cao},\n year={1998},\n publisher={Link{\\"o}ping University Electronic Press}\n}\n\n\n
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\n \n 1997\n \n \n (11)\n \n \n
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\n\n \n \n \n \n \n Representing actions: Laws, observations and hypotheses.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; and Provetti, A.\n\n\n \n\n\n\n
The Journal of Logic Programming, 31(1-3): 201–243. 1997.\n
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@article{baral1997representing,\n title={Representing actions: Laws, observations and hypotheses},\n author={Baral, Chitta and Gelfond, Michael and Provetti, Alessandro},\n journal={The Journal of Logic Programming},\n volume={31},\n number={1-3},\n pages={201--243},\n year={1997},\n publisher={North-Holland}\n}\n\n\n
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\n\n \n \n \n \n \n Reasoning about effects of concurrent actions.\n \n \n \n\n\n \n Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n
The Journal of Logic Programming, 31(1-3): 85–117. 1997.\n
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@article{baral1997reasoning,\n title={Reasoning about effects of concurrent actions},\n author={Baral, Chitta and Gelfond, Michael},\n journal={The Journal of Logic Programming},\n volume={31},\n number={1-3},\n pages={85--117},\n year={1997},\n publisher={North-Holland}\n}\n\n\n
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\n\n \n \n \n \n \n Defeasible specifications in action theories.\n \n \n \n\n\n \n Baral, C.; and Lobo, J.\n\n\n \n\n\n\n In
IJCAI, volume 97, pages 1441–1446, 1997. \n
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@inproceedings{baral1997defeasible,\n title={Defeasible specifications in action theories},\n author={Baral, Chitta and Lobo, Jorge},\n booktitle={IJCAI},\n volume={97},\n pages={1441--1446},\n year={1997}\n}\n\n\n
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\n\n \n \n \n \n \n Embedding revision programs in logic programming situation calculus.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n
The Journal of Logic Programming, 30(1): 83–97. 1997.\n
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@article{baral1997embedding,\n title={Embedding revision programs in logic programming situation calculus},\n author={Baral, Chitta},\n journal={The Journal of Logic Programming},\n volume={30},\n number={1},\n pages={83--97},\n year={1997},\n publisher={North-Holland}\n}\n\n\n
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\n\n \n \n \n \n \n Regular and special sensing in robot control-relation with action theories.\n \n \n \n\n\n \n Baral, C.; and Son, T\n\n\n \n\n\n\n In
Proc. of AAAI, volume 97, 1997. \n
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@inproceedings{baral1997regular,\n title={Regular and special sensing in robot control-relation with action theories},\n author={Baral, Chitta and Son, T},\n booktitle={Proc. of AAAI},\n volume={97},\n year={1997}\n}\n\n\n
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\n\n \n \n \n \n \n Relating logic programming theories of actions and partial order planning.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n
Annals of Mathematics and Artificial Intelligence, 21(2-4): 131–151. 1997.\n
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@article{baral1997relating,\n title={Relating logic programming theories of actions and partial order planning},\n author={Baral, Chitta},\n journal={Annals of Mathematics and Artificial Intelligence},\n volume={21},\n number={2-4},\n pages={131--151},\n year={1997},\n publisher={Kluwer Academic Publishers}\n}\n\n\n
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\n\n \n \n \n \n \n From action theories to updates, transactions, triggers and agents—A tutorial.\n \n \n \n\n\n \n Baral, C.; and Lobo, J.\n\n\n \n\n\n\n In
International Conference on Deductive and Object-Oriented Databases, pages 26–32, 1997. Springer, Berlin, Heidelberg\n
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@inproceedings{baral1997action,\n title={From action theories to updates, transactions, triggers and agents—A tutorial},\n author={Baral, Chitta and Lobo, Jorge},\n booktitle={International Conference on Deductive and Object-Oriented Databases},\n pages={26--32},\n year={1997},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n \n 1996\n \n \n (7)\n \n \n
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\n\n \n \n \n \n \n Relating theories of actions and reactive robot control.\n \n \n \n\n\n \n Baral, C.; and Son, T.\n\n\n \n\n\n\n In
Proceedings of the AAAI 1996 Workshop on Theories of Action and Planning: Bridging the Gap. Portland, 1996. \n
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@inproceedings{baral1996relating,\n title={Relating theories of actions and reactive robot control},\n author={Baral, Chitta and Son, Tran},\n booktitle={Proceedings of the AAAI 1996 Workshop on Theories of Action and Planning: Bridging the Gap. Portland},\n year={1996}\n}\n\n\n
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\n\n \n \n \n \n \n Temporal logic and reasoning about actions.\n \n \n \n\n\n \n Mendez, G.; Lobo, J.; Llopis, J.; and Baral, C.\n\n\n \n\n\n\n In
3rd Symp. on Logical Formalizations of Commonsense Reasoning, 1996. \n
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@inproceedings{mendez1996temporal,\n title={Temporal logic and reasoning about actions},\n author={Mendez, Gisela and Lobo, Jorge and Llopis, Jimena and Baral, Chitta},\n booktitle={3rd Symp. on Logical Formalizations of Commonsense Reasoning},\n year={1996}\n}\n\n\n
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\n\n \n \n \n \n \n PLANNING IN COMPLEX DOMAINS: EXPRESSIVENESS AND EFFICIENCY YULIA GELFOND KAHL.\n \n \n \n\n\n \n Baral, C.; and Khamsi, M. A.\n\n\n \n\n\n\n . 1996.\n
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@article{baral1996planning,\n title={PLANNING IN COMPLEX DOMAINS: EXPRESSIVENESS AND EFFICIENCY YULIA GELFOND KAHL},\n author={Baral, Chitta and Khamsi, Mohamed Amine},\n year={1996}\n}\n\n\n
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\n \n 1995\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n Reasoning about actions: non-deterministic effects, constraints, and qualification.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n In
IJCAI, volume 95, pages 2017–2023, 1995. \n
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@inproceedings{baral1995reasoning,\n title={Reasoning about actions: non-deterministic effects, constraints, and qualification},\n author={Baral, Chitta},\n booktitle={IJCAI},\n volume={95},\n pages={2017--2023},\n year={1995}\n}\n\n\n
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\n\n \n \n \n \n \n Characterizing production systems using logic programming and situation calculus.\n \n \n \n\n\n \n Baral, C.; and Lobo, J.\n\n\n \n\n\n\n
Available fro m http://www. public. asu. edu. 1995.\n
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@article{baral1995characterizing,\n title={Characterizing production systems using logic programming and situation calculus},\n author={Baral, Chitta and Lobo, Jorge},\n journal={Available fro m http://www. public. asu. edu},\n year={1995}\n}\n\n\n
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\n \n 1994\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n Logic programming and knowledge representation.\n \n \n \n\n\n \n Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n
The Journal of Logic Programming, 19: 73–148. 1994.\n
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@article{baral1994logic,\n title={Logic programming and knowledge representation},\n author={Baral, Chitta and Gelfond, Michael},\n journal={The Journal of Logic Programming},\n volume={19},\n pages={73--148},\n year={1994},\n publisher={North-Holland}\n}\n\n\n
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\n\n \n \n \n \n \n Rule based updates on simple knowledge bases.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n In
AAAI, volume 94, pages 136–141, 1994. \n
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@inproceedings{baral1994rule,\n title={Rule based updates on simple knowledge bases},\n author={Baral, Chitta},\n booktitle={AAAI},\n volume={94},\n pages={136--141},\n year={1994}\n}\n\n\n
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\n\n \n \n \n \n \n Combining default logic databases.\n \n \n \n\n\n \n Baral, C.; Kraus, S.; Minker, J.; and Subrahmanian, V.\n\n\n \n\n\n\n
International Journal of Intelligent and Cooperative Information Systems, 3(03): 319–348. 1994.\n
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@article{baral1994combining,\n title={Combining default logic databases},\n author={Baral, Chitta and Kraus, Sarit and Minker, Jack and Subrahmanian, VS},\n journal={International Journal of Intelligent and Cooperative Information Systems},\n volume={3},\n number={03},\n pages={319--348},\n year={1994},\n publisher={World Scientific Publishing Company}\n}\n\n\n
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\n\n \n \n \n \n \n Varying Selection Functions To Relate Conditional Logics And Preferential Models.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n
Fundamenta Informaticae, 21(4): 307–319. 1994.\n
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@article{baral1994varying,\n title={Varying Selection Functions To Relate Conditional Logics And Preferential Models},\n author={Baral, Chitta},\n journal={Fundamenta Informaticae},\n volume={21},\n number={4},\n pages={307--319},\n year={1994},\n publisher={IOS Press}\n}\n\n\n
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\n \n 1993\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n Dualities between alternative semantics for logic programming and nonmonotonic reasoning.\n \n \n \n\n\n \n Baral, C. R; and Subrahmanian, V.\n\n\n \n\n\n\n
Journal of Automated Reasoning, 10(3): 399–420. 1993.\n
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@article{baral1993dualities,\n title={Dualities between alternative semantics for logic programming and nonmonotonic reasoning},\n author={Baral, Chitta R and Subrahmanian, VS},\n journal={Journal of Automated Reasoning},\n volume={10},\n number={3},\n pages={399--420},\n year={1993},\n publisher={Kluwer Academic Publishers}\n}\n\n\n
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\n\n \n \n \n \n \n Representing concurrent actions in extended logic programming.\n \n \n \n\n\n \n Baral, C.; and Gelfond, M.\n\n\n \n\n\n\n In
IJCAI, pages 866–873, 1993. \n
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@inproceedings{baral1993representing,\n title={Representing concurrent actions in extended logic programming},\n author={Baral, Chitta and Gelfond, Michael},\n booktitle={IJCAI},\n pages={866--873},\n year={1993}\n}\n\n\n
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\n\n \n \n \n \n \n Approximating General Logic Programs.\n \n \n \n\n\n \n Baral, C.; Gelfond, M.; and Kosheleva, O.\n\n\n \n\n\n\n In
ILPS, pages 181–198, 1993. \n
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@inproceedings{baral1993approximating,\n title={Approximating General Logic Programs.},\n author={Baral, Chitta and Gelfond, Michael and Kosheleva, Olga},\n booktitle={ILPS},\n pages={181--198},\n year={1993}\n}\n\n\n
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\n\n \n \n \n \n \n Maintaining the truth of specifications in evolutionary software.\n \n \n \n\n\n \n Ramamoorthy, C.; Cooke, D. E; and Baral, C.\n\n\n \n\n\n\n
International Journal on Artificial Intelligence Tools, 2(01): 15–31. 1993.\n
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@article{ramamoorthy1993maintaining,\n title={Maintaining the truth of specifications in evolutionary software},\n author={Ramamoorthy, CV and Cooke, Daniel E and Baral, Chitta},\n journal={International Journal on Artificial Intelligence Tools},\n volume={2},\n number={01},\n pages={15--31},\n year={1993},\n publisher={World Scientific Publishing Company}\n}\n\n\n
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\n \n 1992\n \n \n (5)\n \n \n
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\n\n \n \n \n \n \n COMBINING KNOWLEDGE BASES CONSISTING OF FIRST-ORDER THEORIES.\n \n \n \n\n\n \n Baral, C.; Kraus, S.; Minker, J.; and Subrahmanian, V. S.\n\n\n \n\n\n\n
Computational intelligence, 8(1): 45–71. 1992.\n
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@article{baral1992combining,\n title={COMBINING KNOWLEDGE BASES CONSISTING OF FIRST-ORDER THEORIES},\n author={Baral, Chitta and Kraus, Sarit and Minker, Jack and Subrahmanian, Venkataram Subram},\n journal={Computational intelligence},\n volume={8},\n number={1},\n pages={45--71},\n year={1992},\n publisher={Blackwell Publishing Ltd Oxford, UK}\n}\n\n\n
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\n\n \n \n \n \n \n Stable and extension class theory for logic programs and default logics.\n \n \n \n\n\n \n Baral, C. R; and Subrahmanian, V.\n\n\n \n\n\n\n
Journal of Automated Reasoning, 8(3): 345–366. 1992.\n
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@article{baral1992stable,\n title={Stable and extension class theory for logic programs and default logics},\n author={Baral, Chitta R and Subrahmanian, VS},\n journal={Journal of Automated Reasoning},\n volume={8},\n number={3},\n pages={345--366},\n year={1992},\n publisher={Kluwer Academic Publishers}\n}\n\n\n
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\n\n \n \n \n \n \n Generalized disjunctive well-founded semantics for logic programs.\n \n \n \n\n\n \n Baral, C.; Lobo, J.; and Minker, J.\n\n\n \n\n\n\n
Annals of Mathematics and Artificial Intelligence, 5(2-4): 89–131. 1992.\n
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@article{baral1992generalized,\n title={Generalized disjunctive well-founded semantics for logic programs},\n author={Baral, Chitta and Lobo, Jorge and Minker, Jack},\n journal={Annals of Mathematics and Artificial Intelligence},\n volume={5},\n number={2-4},\n pages={89--131},\n year={1992},\n publisher={Kluwer Academic Publishers}\n}\n\n\n
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\n\n \n \n \n \n \n Issues in knowledge representation: Semantics and knowledge combination.\n \n \n \n\n\n \n Baral, C. R.\n\n\n \n\n\n\n . 1992.\n
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@article{baral1992issues,\n title={Issues in knowledge representation: Semantics and knowledge combination.},\n author={Baral, Chitta Ranjan},\n year={1992}\n}\n\n\n
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\n\n \n \n \n \n \n Generalized negation as failure and semantics of normal disjunctive logic programs.\n \n \n \n\n\n \n Baral, C.\n\n\n \n\n\n\n In
International Conference on Logic for Programming Artificial Intelligence and Reasoning, pages 309–319, 1992. Springer, Berlin, Heidelberg\n
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@inproceedings{baral1992generalized,\n title={Generalized negation as failure and semantics of normal disjunctive logic programs},\n author={Baral, Chitta},\n booktitle={International Conference on Logic for Programming Artificial Intelligence and Reasoning},\n pages={309--319},\n year={1992},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n \n 1991\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n Combining multiple knowledge bases.\n \n \n \n\n\n \n Baral, C.; Kraus, S.; and Minker, J.\n\n\n \n\n\n\n
IEEE transactions on knowledge and data engineering, 3(2): 208–220. 1991.\n
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@article{baral1991combining,\n title={Combining multiple knowledge bases},\n author={Baral, Chitta and Kraus, Sarit and Minker, Jack},\n journal={IEEE transactions on knowledge and data engineering},\n volume={3},\n number={2},\n pages={208--220},\n year={1991},\n publisher={IEEE}\n}\n\n\n
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\n\n \n \n \n \n \n Wf 3: A semantics for negation in normal disjunctive logic programs.\n \n \n \n\n\n \n Baral, C.; Lobo, J.; and Minker, J.\n\n\n \n\n\n\n In
International Symposium on Methodologies for Intelligent Systems, pages 459–468, 1991. Springer, Berlin, Heidelberg\n
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@inproceedings{baral1991wf,\n title={Wf 3: A semantics for negation in normal disjunctive logic programs},\n author={Baral, Chitta and Lobo, Jorge and Minker, Jack},\n booktitle={International Symposium on Methodologies for Intelligent Systems},\n pages={459--468},\n year={1991},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Machine intelligence 12: towards an automated logic of human thought.\n \n \n \n\n\n \n Hayes, J. E; Michie, D.; and Tyugu, Ė\n\n\n \n\n\n\n . 1991.\n
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@article{hayes1991machine,\n title={Machine intelligence 12: towards an automated logic of human thought},\n author={Hayes, Jean E and Michie, Donald and Tyugu, {\\.E}},\n year={1991},\n publisher={Clarendon Press}\n}\n\n\n\n
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\n\n \n \n \n \n \n Combining knowledge bases consisting of first order theories.\n \n \n \n\n\n \n Baral, C.; Kraus, S.; Minker, J.; and Subrahmanian, V.\n\n\n \n\n\n\n In
ISMIS, pages 92–101, 1991. \n
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@inproceedings{baral1991combining,\n title={Combining knowledge bases consisting of first order theories},\n author={Baral, Chitta and Kraus, Sarit and Minker, Jack and Subrahmanian, VS},\n booktitle={ISMIS},\n pages={92--101},\n year={1991}\n}\n\n\n
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\n \n 1990\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n Generalized well-founded semantics for logic programs.\n \n \n \n\n\n \n Baral, C.; Lobo, J.; and Minker, J.\n\n\n \n\n\n\n In
International Conference on Automated Deduction, pages 102–116, 1990. Springer, Berlin, Heidelberg\n
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@inproceedings{baral1990generalized,\n title={Generalized well-founded semantics for logic programs},\n author={Baral, Chitta and Lobo, Jorge and Minker, Jack},\n booktitle={International Conference on Automated Deduction},\n pages={102--116},\n year={1990},\n organization={Springer, Berlin, Heidelberg}\n}\n\n\n
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\n\n \n \n \n \n \n Generalized disjunctive well-founded semantics for logic programs.\n \n \n \n\n\n \n Baral, C.; Lobo, J.; and Minker, J.\n\n\n \n\n\n\n Technical Report MARYLAND UNIV COLLEGE PARK INST FOR ADVANCED COMPUTER STUDIES, 1990.\n
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@techreport{baral1990generalized,\n title={Generalized disjunctive well-founded semantics for logic programs},\n author={Baral, Chitta and Lobo, Jorge and Minker, Jack},\n year={1990},\n institution={MARYLAND UNIV COLLEGE PARK INST FOR ADVANCED COMPUTER STUDIES}\n}\n\n\n
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\n \n undefined\n \n \n (5)\n \n \n
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\n\n \n \n \n \n \n Programming with Answer Sets.\n \n \n \n\n\n \n Baral, C.; Provetti, A.; and Son, T. C.\n\n\n \n\n\n\n In
UNDER CONSIDERATION FOR PUBLICATION IN THEORY AND PRACTICE OF LOGIC PROGRAMMING, . \n
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@inproceedings{baralprogramming,\n title={Programming with Answer Sets},\n author={Baral, Chitta and Provetti, Alessandro and Son, Tran Cao},\n booktitle={UNDER CONSIDERATION FOR PUBLICATION IN THEORY AND PRACTICE OF LOGIC PROGRAMMING}\n}\n\n\n
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\n\n \n \n \n \n \n Workshop Organization.\n \n \n \n\n\n \n Castelfranchi, C.; Lesperance, Y.; Jennings, N. R; Singh, M. P; Wooldridge, M.; Baral, C.; Barber, S.; Beetz, M.; Bussmann, S.; Cavedon, L.; and others\n\n\n \n\n\n\n . .\n
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@article{castelfranchiworkshop,\n title={Workshop Organization},\n author={Castelfranchi, Cristiano and Lesperance, Yves and Jennings, Nicholas R and Singh, Munindar P and Wooldridge, Michael and Baral, Chitta and Barber, Suzanne and Beetz, Michael and Bussmann, Stefan and Cavedon, Lawrence and others}\n}\n\n\n
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\n\n \n \n \n \n \n Aberdeen, Douglas, 402 Aggoune, Riad, 253.\n \n \n \n\n\n \n Allen, J.; Bacchus, F.; Baral, C.; Barbulescu, L.; Barrett, A.; Bent, R.; Bertoli, P.; Blaylock, N.; Botea, A.; Bowling, M.; and others\n\n\n \n\n\n\n . .\n
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@article{allenaberdeen,\n title={Aberdeen, Douglas, 402 Aggoune, Riad, 253},\n author={Allen, James and Bacchus, Fahiem and Baral, Chitta and Barbulescu, Laura and Barrett, Anthony and Bent, Russell and Bertoli, Piergiorgio and Blaylock, Nate and Botea, Adi and Bowling, Michael and others}\n}\n\n\n
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\n\n \n \n \n \n \n RULEML 2006.\n \n \n \n\n\n \n Alferes, J.; Baral, C.; Bertossi, L.; Cali, A.; Son, T. C.; Damasio, C.; Dix, J.; Governatori, G.; Ianni, G.; Lausen, G.; and others\n\n\n \n\n\n\n . .\n
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@article{alferesruleml,\n title={RULEML 2006},\n author={Alferes, Jose and Baral, Chitta and Bertossi, Leo and Cali, Andrea and Son, Tran Cao and Damasio, Carlos and Dix, Juergen and Governatori, Guido and Ianni, Giovambattista and Lausen, Georg and others}\n}\n\n\n
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