COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification.
Pour, M. M. A., Farinneya, P., Bharadwaj, M., Verma, N., Pesaranghader, A., & Sanner, S.
In
Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP-23), Singapore, 2023. Association for Computational Linguistics
paper
github
link
bibtex
11 downloads
@inproceedings{sanner:emnlp23,
title = {{COUNT}: COntrastive UNlikelihood Text Style Transfer for Text Detoxification},
author = {Mohammad Mahdi Abdollah Pour and Parsa Farinneya and Manasa Bharadwaj and Nikhil Verma and Ali Pesaranghader and Scott Sanner},
booktitle = {Findings of the 2023 Conference on Empirical Methods in Natural Language Processing ({EMNLP-23})},
year = {2023},
address = {Singapore},
publisher = {Association for Computational Linguistics},
url_paper = {https://ssanner.github.io/papers/emnlp23_count.pdf},
url_github = {https://github.com/D3Mlab/count-style-transfer}
}
Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences.
Sanner, S., Balog, K., Radlinski, F., Wedin, B., & Dixon, L.
In
Proceedings of 17th ACM Conference on Recommender Systems (RecSys-23), Singapore, 2023.
paper
arxiv
link
bibtex
42 downloads
@inproceedings{sanner:recsys23,
title = {Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences},
author = {Scott Sanner and Krisztian Balog and Filip Radlinski and Ben Wedin and Lucas Dixon},
year = {2023},
booktitle = {Proceedings of 17th {ACM} Conference on Recommender Systems ({RecSys}-23)},
address = {Singapore},
url_paper = {https://ssanner.github.io/papers/recsys23_llmrec.pdf},
url_arxiv = {https://arxiv.org/abs/2307.14225}
}
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization.
Jeong, J., Wang, X., Gimelfarb, M., Kim, H., Abdulhai, B., & Sanner, S.
In
Proceedings of the International Conference on Learning Representations (ICLR-23), Kigali, Rwanda, 2023.
paper
github
link
bibtex
48 downloads
@inproceedings{sanner:iclr23,
title = {Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization},
author = {Jihwan Jeong and Xiaoyu Wang and Michael Gimelfarb and Hyunwoo Kim and Baher Abdulhai and Scott Sanner},
booktitle = {Proceedings of the International Conference on Learning Representations ({ICLR}-23)},
address = {Kigali, Rwanda},
year = {2023},
url_paper = {https://ssanner.github.io/papers/iclr23_cbop.pdf},
url_github = {https://github.com/jihwan-jeong/CBOP}
}
Safe MDP Planning by Learning Temporal Patterns of Undesirable Trajectories and Averting Negative Side Effects.
Low, S. M., Kumar, A., & Sanner, S.
In
Proceedings of the 33rd Conference on Automated Planning and Scheduling (ICAPS-23), Prague, Czech Republic, 2023.
paper
link
bibtex
11 downloads
@inproceedings{sanner:icaps23,
author = {Siow Meng Low and Akshat Kumar and Scott Sanner},
title = {Safe {MDP} Planning by Learning Temporal Patterns of Undesirable Trajectories and Averting Negative Side Effects},
booktitle = {Proceedings of the 33rd Conference on Automated Planning and Scheduling ({ICAPS-23})},
address = {Prague, Czech Republic},
year = {2023},
url_paper = {https://ssanner.github.io/papers/icaps23_tempnse.pdf}
}
Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval.
Zhang, H., Korikov, A., Farinneya, P., Pour, M. M. A., Bharadwaj, M., Pesaranghader, A., Huang, X. Y., Lok, Y. X., Wang, Z., Jones, N., & Sanner, S.
In
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-23), Taipei, Taiwan, 2023.
paper
github
link
bibtex
52 downloads
@inproceedings{sanner:sigir23a,
title = {Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval},
author = {Haochen Zhang and Anton Korikov and Parsa Farinneya and Mohammad Mahdi Abdollah Pour and Manasa Bharadwaj and Ali Pesaranghader and Xi Yu Huang and Yi Xin Lok and Zhaoqi Wang and Nathan Jones and Scott Sanner},
booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval ({SIGIR}-23)},
address = {Taipei, Taiwan},
year = {2023},
url_paper = {https://ssanner.github.io/papers/sigir23_recipempr.pdf},
url_github = {https://github.com/D3Mlab/Recipe-MPR}
}
Bayesian Knowledge-driven Critiquing with Indirect Evidence.
Toroghi, A., Floto, G., Tang, Z., & Sanner, S.
In
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-23), Taipei, Taiwan, 2023.
paper
github
link
bibtex
30 downloads
@inproceedings{sanner:sigir23b,
title = {Bayesian Knowledge-driven Critiquing with Indirect Evidence},
author = {Armin Toroghi and Griffin Floto and Zhenwei Tang and Scott Sanner},
booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval ({SIGIR}-23)},
address = {Taipei, Taiwan},
year = {2023},
url_paper = {https://ssanner.github.io/papers/sigir23_bcie.pdf},
url_github = {https://github.com/atoroghi/BCIE}
}
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval.
Pour, M. M. A., Farinneya, P., Toroghi, A., Korikov, A., Pesaranghader, A., Sajed, T., Bharadwaj, M., Mavrin, B., & Sanner, S.
In
Proceedings of the 45th European Conference on IR Research (ECIR-23), Dublin, Ireland, 2023.
paper
github
data
link
bibtex
29 downloads
@inproceedings{sanner:ecir23,
author = {Mohammad Mahdi Abdollah Pour and Parsa Farinneya and Armin Toroghi and Anton Korikov and Ali Pesaranghader and Touqir Sajed and Manasa Bharadwaj and Borislav Mavrin and Scott Sanner},
title = {Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval},
booktitle = {Proceedings of the 45th European Conference on {IR} Research ({ECIR-23})},
address = {Dublin, Ireland},
year = {2023},
url_paper = {https://ssanner.github.io/papers/ecir23_rir.pdf},
url_github = {https://github.com/D3Mlab/rir},
url_data = {https://github.com/D3Mlab/rir_data}
}
DiffuDetox: A Mixed Diffusion Model for Text Detoxification.
Floto, G., Pour, M. M. A., Farinneya, P., Tang, Z., Pesaranghader, A., Bharadwaj, M., & Sanner, S.
In
Findings of the Association for Computational Linguistics: ACL-23, pages 7566–7574, 2023. Association for Computational Linguistics
url
paper
link
bibtex
13 downloads
@inproceedings{sanner:acl23,
author = {Griffin Floto and
Mohammad Mahdi Abdollah Pour and
Parsa Farinneya and
Zhenwei Tang and
Ali Pesaranghader and
Manasa Bharadwaj and
Scott Sanner},
title = {DiffuDetox: {A} Mixed Diffusion Model for Text Detoxification},
booktitle = {Findings of the Association for Computational Linguistics: {ACL}-23},
pages = {7566--7574},
publisher = {Association for Computational Linguistics},
year = {2023},
url_url = {https://aclanthology.org/2023.findings-acl.478},
url_paper = {https://aclanthology.org/2023.findings-acl.478.pdf}
}
Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus.
Xu, Y., Khalil, E. B., & Sanner, S.
In
Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23), Washington D.C., USA, 2023.
paper
github
link
bibtex
60 downloads
@inproceedings{sanner:aaai23a,
author = {Yudong Xu and Elias B. Khalil and Scott Sanner},
title = {Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus},
year = {2023},
booktitle = {Proceedings of the 37th {AAAI} Conference on Artificial Intelligence ({AAAI-23})},
address = {Washington D.C., USA},
url_paper = {https://ssanner.github.io/papers/aaai23_arga.pdf},
url_github = {https://github.com/khalil-research/ARGA-AAAI23}
}
Scalable and Globally Optimal Generalized L1 k-center Clustering via Constraint Generation in Mixed Integer Linear Programming.
Chembu, A., Sanner, S., Khurram, H., & Kumar, A.
In
Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23), Washington D.C., USA, 2023.
paper
github
link
bibtex
45 downloads
@inproceedings{sanner:aaai23b,
author = {Aravinth Chembu and Scott Sanner and Hassan Khurram and Akshat Kumar},
title = {Scalable and Globally Optimal Generalized L1 k-center Clustering via Constraint Generation in Mixed Integer Linear Programming},
year = {2023},
booktitle = {Proceedings of the 37th {AAAI} Conference on Artificial Intelligence ({AAAI-23})},
address = {Washington D.C., USA},
url_paper = {https://ssanner.github.io/papers/aaai23_kcenters.pdf},
url_github = {https://github.com/Aravinthck/Optimal-KCenters}
}
Scalable and Near-Optimal Epsilon-tube Clusterwise Regression.
Chembu, A., Sanner, S., & Khalil, E.
In
Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23), Nice, France, 2023.
paper
github
link
bibtex
14 downloads
@inproceedings{sanner:cpaior23a,
title = {Scalable and Near-Optimal Epsilon-tube Clusterwise Regression},
author = {Aravinth Chembu and Scott Sanner and Elias Khalil},
booktitle = {Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23)},
address = {Nice, France},
year = {2023},
url_paper = {https://ssanner.github.io/papers/cpaior23_etcr.pdf},
url_github = {https://github.com/Aravinthck/CLR-epsTube}
}
A Mixed-Integer Linear Programming Reduction of Disjoint Bilinear Programs via Symbolic Variable Elimination.
Jeong, J., Sanner, S., & Kumar, A.
In
Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23), Nice, France, 2023.
paper
github
link
bibtex
16 downloads
@inproceedings{sanner:cpaior23b,
title = {A Mixed-Integer Linear Programming Reduction of Disjoint Bilinear Programs via Symbolic Variable Elimination},
author = {Jihwan Jeong and Scott Sanner and Akshat Kumar},
booktitle = {Proceedings of the 20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR-23)},
address = {Nice, France},
year = {2023},
url_paper = {https://ssanner.github.io/papers/cpaior23_dblpsve.pdf},
url_github = {https://github.com/jihwan-jeong/xaddpy/tree/main/examples/dblp}
}
Towards Dialogue Modeling Beyond Text.
Wu, T., Zhou, Y., Ling, W., Yang, H., Veloso, J., Sun, L., Huang, R., Guimaraes, N., & Sanner, S.
In
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-23), Rhodes, Greece, 2023.
paper
link
bibtex
10 downloads
@inproceedings{sanner:icassp23,
title = {Towards Dialogue Modeling Beyond Text},
author = {Tongzi Wu and Yuhao Zhou and Wang Ling and Hojin Yang and Joana Veloso and Lin Sun and Ruixin Huang and Norberto Guimaraes and Scott Sanner},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing ({ICASSP-23})},
address = {Rhodes, Greece},
year = {2023},
url_paper = {https://ssanner.github.io/papers/icassp23_beyondtext.pdf}
}
Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation.
Shen, T., Li, J., Bouadjenek, M. R., Mai, Z., & Sanner, S.
Information Processing & Management, 60(1): 103139. 2023.
url
paper
blog
github
link
bibtex
65 downloads
@article{sanner:ipm23,
author = {Tianshu Shen and Jiaru Li and Mohamed Reda Bouadjenek and Zheda Mai and Scott Sanner},
title = {Towards Understanding and Mitigating Unintended Biases in Language Model-driven Conversational Recommendation},
journal = {Information Processing & Management},
volume = {60},
number = {1},
pages = {103139},
year = {2023},
url_url = {https://www.sciencedirect.com/science/article/pii/S0306457322002400},
url_paper = {https://rbouadjenek.github.io/papers/IPM-D-22-00928.pdf},
url_blog = {https://tinabbb.github.io/posts/lmrec_unintended_bias/index.html},
url_github = {https://github.com/TinaBBB/Unintended-Bias-LMRec}
}
User Experience and The Role of Personalization in Critiquing-Based Conversational Recommendation.
Rana, A., Sanner, S., Bouadjenek, M. R., Dicarlantonio, R., & Farmaner, G.
ACM Transactions on the Web (TWeb). May 2023.
Accepted
url
paper
doi
link
bibtex
12 downloads
@article{sanner:tweb23a,
author = {Arpit Rana and Scott Sanner and Mohamed Reda Bouadjenek and Ron Dicarlantonio and Gary Farmaner},
title = {User Experience and The Role of Personalization in Critiquing-Based Conversational Recommendation},
year = {2023},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
issn = {1559-1131},
url_url = {https://doi.org/10.1145/3597499},
url_paper = {https://rbouadjenek.github.io/papers/TWEB-22-0072.pdf},
doi = {10.1145/3597499},
note = {Accepted},
journal = {ACM Transactions on the Web (TWeb)},
month = {May}
}
eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation.
Wang, X., Taitler, A., Smirnov, I., Sanner, S., & Abdulhai, B.
Transportation Research Record,1–14. 2023.
Accepted.
url
link
bibtex
5 downloads
@article{sanner:trr23,
author = {Xiaoyu Wang and Ayal Taitler and Ilia Smirnov and Scott Sanner and Baher Abdulhai},
title ={eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation},
journal = {Transportation Research Record},
pages = {1--14},
year = {2023},
note = {Accepted.},
url_url = {https://doi.org/10.1177/03611981231184250}
}
A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods.
Ting, T. J., Sanner, S., & Abdulhai, B.
In Dia, H., editor(s),
Handbook on Artificial Intelligence and Transport, 1, pages 14–46. Edward Elgar Publishing, 2023.
url
link
bibtex
3 downloads
@incollection{sanner:handbook23a,
author = {Ta Jiun Ting and Scott Sanner and Baher Abdulhai},
title = {A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods},
booktitle = {Handbook on Artificial Intelligence and Transport},
publisher = {Edward Elgar Publishing},
year = {2023},
editor = {Hussein Dia},
chapter = {1},
pages = {14--46},
url_url = {https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html}
}
A Critical Review of Traffic Signal Control and a Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control.
Wang, X., Abdulhai, B., & Sanner, S.
In Dia, H., editor(s),
Handbook on Artificial Intelligence and Transport, 17, pages 482–532. Edward Elgar Publishing, 2023.
url
link
bibtex
1 download
@incollection{sanner:handbook23b,
author = {Xiaoyu Wang and Baher Abdulhai and Scott Sanner},
title = {A Critical Review of Traffic Signal Control and a Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control},
booktitle = {Handbook on Artificial Intelligence and Transport},
publisher = {Edward Elgar Publishing},
year = {2023},
editor = {Hussein Dia},
chapter = {17},
pages = {482--532},
url_url = {https://www.e-elgar.com/shop/usd/handbook-on-artificial-intelligence-and-transport-9781803929538.html}
}