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\n\n \n \n \n \n \n \n LogEncoder: Log-Based Contrastive Representation Learning for Anomaly Detection.\n \n \n \n \n\n\n \n Qi, J.; Luan, Z.; Huang, S.; Fung, C. J.; Yang, H.; Li, H.; Zhu, D.; and Qian, D.\n\n\n \n\n\n\n
IEEE Trans. Netw. Serv. Manag., 20(2): 1378–1391. 2023.\n
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@article{DBLP:journals/tnsm/QiLHFYLZQ23,\n author = {Jiaxing Qi and\n Zhongzhi Luan and\n Shaohan Huang and\n Carol J. Fung and\n Hailong Yang and\n Hanlu Li and\n Danfeng Zhu and\n Depei Qian},\n title = {LogEncoder: Log-Based Contrastive Representation Learning for Anomaly\n Detection},\n journal = {{IEEE} Trans. Netw. Serv. Manag.},\n volume = {20},\n number = {2},\n pages = {1378--1391},\n year = {2023},\n url = {https://doi.org/10.1109/TNSM.2023.3239522},\n doi = {10.1109/TNSM.2023.3239522},\n timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/tnsm/QiLHFYLZQ23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n MoEC: Mixture of Expert Clusters.\n \n \n \n \n\n\n \n Xie, Y.; Huang, S.; Chen, T.; and Wei, F.\n\n\n \n\n\n\n In Williams, B.; Chen, Y.; and Neville, J., editor(s),
Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pages 13807–13815, 2023. AAAI Press\n
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@inproceedings{DBLP:conf/aaai/XieHCW23,\n author = {Yuan Xie and\n Shaohan Huang and\n Tianyu Chen and\n Furu Wei},\n editor = {Brian Williams and\n Yiling Chen and\n Jennifer Neville},\n title = {MoEC: Mixture of Expert Clusters},\n booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}\n 2023, Thirty-Fifth Conference on Innovative Applications of Artificial\n Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances\n in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February\n 7-14, 2023},\n pages = {13807--13815},\n publisher = {{AAAI} Press},\n year = {2023},\n url = {https://doi.org/10.1609/aaai.v37i11.26617},\n doi = {10.1609/AAAI.V37I11.26617},\n timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/aaai/XieHCW23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Pre-training Language Model as a Multi-perspective Course Learner.\n \n \n \n \n\n\n \n Chen, B.; Huang, S.; Zhang, Z.; Guo, W.; Ling, Z.; Huang, H.; Wei, F.; Deng, W.; and Zhang, Q.\n\n\n \n\n\n\n In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s),
Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, pages 114–128, 2023. Association for Computational Linguistics\n
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@inproceedings{DBLP:conf/acl/ChenHZGLHWDZ23,\n author = {Beiduo Chen and\n Shaohan Huang and\n Zihan Zhang and\n Wu Guo and\n Zhenhua Ling and\n Haizhen Huang and\n Furu Wei and\n Weiwei Deng and\n Qi Zhang},\n editor = {Anna Rogers and\n Jordan L. Boyd{-}Graber and\n Naoaki Okazaki},\n title = {Pre-training Language Model as a Multi-perspective Course Learner},\n booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,\n Toronto, Canada, July 9-14, 2023},\n pages = {114--128},\n publisher = {Association for Computational Linguistics},\n year = {2023},\n url = {https://doi.org/10.18653/v1/2023.findings-acl.9},\n doi = {10.18653/V1/2023.FINDINGS-ACL.9},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/acl/ChenHZGLHWDZ23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Dual-Alignment Pre-training for Cross-lingual Sentence Embedding.\n \n \n \n \n\n\n \n Li, Z.; Huang, S.; Zhang, Z.; Deng, Z.; Lou, Q.; Huang, H.; Jiao, J.; Wei, F.; Deng, W.; and Zhang, Q.\n\n\n \n\n\n\n In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s),
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, pages 3466–3478, 2023. Association for Computational Linguistics\n
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@inproceedings{DBLP:conf/acl/LiHZDLHJWDZ23,\n author = {Ziheng Li and\n Shaohan Huang and\n Zihan Zhang and\n Zhi{-}Hong Deng and\n Qiang Lou and\n Haizhen Huang and\n Jian Jiao and\n Furu Wei and\n Weiwei Deng and\n Qi Zhang},\n editor = {Anna Rogers and\n Jordan L. Boyd{-}Graber and\n Naoaki Okazaki},\n title = {Dual-Alignment Pre-training for Cross-lingual Sentence Embedding},\n booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational\n Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,\n July 9-14, 2023},\n pages = {3466--3478},\n publisher = {Association for Computational Linguistics},\n year = {2023},\n url = {https://doi.org/10.18653/v1/2023.acl-long.191},\n doi = {10.18653/V1/2023.ACL-LONG.191},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/acl/LiHZDLHJWDZ23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator.\n \n \n \n \n\n\n \n Yang, J.; Ma, S.; Dong, L.; Huang, S.; Huang, H.; Yin, Y.; Zhang, D.; Yang, L.; Wei, F.; and Li, Z.\n\n\n \n\n\n\n In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s),
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, pages 9394–9412, 2023. Association for Computational Linguistics\n
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@inproceedings{DBLP:conf/acl/YangM0HHYZYWL23,\n author = {Jian Yang and\n Shuming Ma and\n Li Dong and\n Shaohan Huang and\n Haoyang Huang and\n Yuwei Yin and\n Dongdong Zhang and\n Liqun Yang and\n Furu Wei and\n Zhoujun Li},\n editor = {Anna Rogers and\n Jordan L. Boyd{-}Graber and\n Naoaki Okazaki},\n title = {GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator},\n booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational\n Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,\n July 9-14, 2023},\n pages = {9394--9412},\n publisher = {Association for Computational Linguistics},\n year = {2023},\n url = {https://doi.org/10.18653/v1/2023.acl-long.522},\n doi = {10.18653/V1/2023.ACL-LONG.522},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/acl/YangM0HHYZYWL23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning.\n \n \n \n \n\n\n \n Patra, B.; Singhal, S.; Huang, S.; Chi, Z.; Dong, L.; Wei, F.; Chaudhary, V.; and Song, X.\n\n\n \n\n\n\n In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s),
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, pages 15354–15373, 2023. Association for Computational Linguistics\n
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@inproceedings{DBLP:conf/acl/PatraSHC0WCS23,\n author = {Barun Patra and\n Saksham Singhal and\n Shaohan Huang and\n Zewen Chi and\n Li Dong and\n Furu Wei and\n Vishrav Chaudhary and\n Xia Song},\n editor = {Anna Rogers and\n Jordan L. Boyd{-}Graber and\n Naoaki Okazaki},\n title = {Beyond English-Centric Bitexts for Better Multilingual Language Representation\n Learning},\n booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational\n Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,\n July 9-14, 2023},\n pages = {15354--15373},\n publisher = {Association for Computational Linguistics},\n year = {2023},\n url = {https://doi.org/10.18653/v1/2023.acl-long.856},\n doi = {10.18653/V1/2023.ACL-LONG.856},\n timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/acl/PatraSHC0WCS23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Democratizing Reasoning Ability: Tailored Learning from Large Language Model.\n \n \n \n \n\n\n \n Wang, Z.; Huang, S.; Liu, Y.; Wang, J.; Song, M.; Zhang, Z.; Huang, H.; Wei, F.; Deng, W.; Sun, F.; and Zhang, Q.\n\n\n \n\n\n\n In Bouamor, H.; Pino, J.; and Bali, K., editor(s),
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, pages 1948–1966, 2023. Association for Computational Linguistics\n
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@inproceedings{DBLP:conf/emnlp/WangHLWSZHWDSZ23,\n author = {Zhaoyang Wang and\n Shaohan Huang and\n Yuxuan Liu and\n Jiahai Wang and\n Minghui Song and\n Zihan Zhang and\n Haizhen Huang and\n Furu Wei and\n Weiwei Deng and\n Feng Sun and\n Qi Zhang},\n editor = {Houda Bouamor and\n Juan Pino and\n Kalika Bali},\n title = {Democratizing Reasoning Ability: Tailored Learning from Large Language\n Model},\n booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural\n Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},\n pages = {1948--1966},\n publisher = {Association for Computational Linguistics},\n year = {2023},\n url = {https://doi.org/10.18653/v1/2023.emnlp-main.120},\n doi = {10.18653/V1/2023.EMNLP-MAIN.120},\n timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/emnlp/WangHLWSZHWDSZ23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.\n \n \n \n \n\n\n \n Cheng, D.; Huang, S.; Bi, J.; Zhan, Y.; Liu, J.; Wang, Y.; Sun, H.; Wei, F.; Deng, W.; and Zhang, Q.\n\n\n \n\n\n\n In Bouamor, H.; Pino, J.; and Bali, K., editor(s),
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, pages 12318–12337, 2023. Association for Computational Linguistics\n
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@inproceedings{DBLP:conf/emnlp/ChengHBZLW0WDZ23,\n author = {Daixuan Cheng and\n Shaohan Huang and\n Junyu Bi and\n Yuefeng Zhan and\n Jianfeng Liu and\n Yujing Wang and\n Hao Sun and\n Furu Wei and\n Weiwei Deng and\n Qi Zhang},\n editor = {Houda Bouamor and\n Juan Pino and\n Kalika Bali},\n title = {{UPRISE:} Universal Prompt Retrieval for Improving Zero-Shot Evaluation},\n booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural\n Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},\n pages = {12318--12337},\n publisher = {Association for Computational Linguistics},\n year = {2023},\n url = {https://doi.org/10.18653/v1/2023.emnlp-main.758},\n doi = {10.18653/V1/2023.EMNLP-MAIN.758},\n timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/emnlp/ChengHBZLW0WDZ23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.\n \n \n \n \n\n\n \n Qi, J.; Huang, S.; Luan, Z.; Yang, S.; Fung, C. J.; Yang, H.; Qian, D.; Shang, J.; Xiao, Z.; and Wu, Z.\n\n\n \n\n\n\n In
IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application, HPCC/DSS/SmartCity/DependSys 2023, Melbourne, Australia, December 17-21, 2023, pages 273–280, 2023. IEEE\n
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@inproceedings{DBLP:conf/hpcc/QiHLYFYQSXW23,\n author = {Jiaxing Qi and\n Shaohan Huang and\n Zhongzhi Luan and\n Shu Yang and\n Carol J. Fung and\n Hailong Yang and\n Depei Qian and\n Jing Shang and\n Zhiwen Xiao and\n Zhihui Wu},\n title = {LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection},\n booktitle = {{IEEE} International Conference on High Performance Computing {\\&}\n Communications, Data Science {\\&} Systems, Smart City {\\&} Dependability\n in Sensor, Cloud {\\&} Big Data Systems {\\&} Application, HPCC/DSS/SmartCity/DependSys\n 2023, Melbourne, Australia, December 17-21, 2023},\n pages = {273--280},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys60770.2023.00045},\n doi = {10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS60770.2023.00045},\n timestamp = {Wed, 10 Apr 2024 17:07:58 +0200},\n biburl = {https://dblp.org/rec/conf/hpcc/QiHLYFYQSXW23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Language Is Not All You Need: Aligning Perception with Language Models.\n \n \n \n \n\n\n \n Huang, S.; Dong, L.; Wang, W.; Hao, Y.; Singhal, S.; Ma, S.; Lv, T.; Cui, L.; Mohammed, O. K.; Patra, B.; Liu, Q.; Aggarwal, K.; Chi, Z.; Bjorck, N. J. B.; Chaudhary, V.; Som, S.; Song, X.; and Wei, F.\n\n\n \n\n\n\n In Oh, A.; Naumann, T.; Globerson, A.; Saenko, K.; Hardt, M.; and Levine, S., editor(s),
Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023. \n
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@inproceedings{DBLP:conf/nips/Huang0WHSML0MPL23,\n author = {Shaohan Huang and\n Li Dong and\n Wenhui Wang and\n Yaru Hao and\n Saksham Singhal and\n Shuming Ma and\n Tengchao Lv and\n Lei Cui and\n Owais Khan Mohammed and\n Barun Patra and\n Qiang Liu and\n Kriti Aggarwal and\n Zewen Chi and\n Nils Johan Bertil Bjorck and\n Vishrav Chaudhary and\n Subhojit Som and\n Xia Song and\n Furu Wei},\n editor = {Alice Oh and\n Tristan Naumann and\n Amir Globerson and\n Kate Saenko and\n Moritz Hardt and\n Sergey Levine},\n title = {Language Is Not All You Need: Aligning Perception with Language Models},\n booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference\n on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,\n LA, USA, December 10 - 16, 2023},\n year = {2023},\n url = {http://papers.nips.cc/paper\\_files/paper/2023/hash/e425b75bac5742a008d643826428787c-Abstract-Conference.html},\n timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/nips/Huang0WHSML0MPL23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Language Is Not All You Need: Aligning Perception with Language Models.\n \n \n \n \n\n\n \n Huang, S.; Dong, L.; Wang, W.; Hao, Y.; Singhal, S.; Ma, S.; Lv, T.; Cui, L.; Mohammed, O. K.; Patra, B.; Liu, Q.; Aggarwal, K.; Chi, Z.; Bjorck, J.; Chaudhary, V.; Som, S.; Song, X.; and Wei, F.\n\n\n \n\n\n\n
CoRR, abs/2302.14045. 2023.\n
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@article{DBLP:journals/corr/abs-2302-14045,\n author = {Shaohan Huang and\n Li Dong and\n Wenhui Wang and\n Yaru Hao and\n Saksham Singhal and\n Shuming Ma and\n Tengchao Lv and\n Lei Cui and\n Owais Khan Mohammed and\n Barun Patra and\n Qiang Liu and\n Kriti Aggarwal and\n Zewen Chi and\n Johan Bjorck and\n Vishrav Chaudhary and\n Subhojit Som and\n Xia Song and\n Furu Wei},\n title = {Language Is Not All You Need: Aligning Perception with Language Models},\n journal = {CoRR},\n volume = {abs/2302.14045},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2302.14045},\n doi = {10.48550/ARXIV.2302.14045},\n eprinttype = {arXiv},\n eprint = {2302.14045},\n timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2302-14045.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.\n \n \n \n \n\n\n \n Cheng, D.; Huang, S.; Bi, J.; Zhan, Y.; Liu, J.; Wang, Y.; Sun, H.; Wei, F.; Deng, D.; and Zhang, Q.\n\n\n \n\n\n\n
CoRR, abs/2303.08518. 2023.\n
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@article{DBLP:journals/corr/abs-2303-08518,\n author = {Daixuan Cheng and\n Shaohan Huang and\n Junyu Bi and\n Yuefeng Zhan and\n Jianfeng Liu and\n Yujing Wang and\n Hao Sun and\n Furu Wei and\n Denvy Deng and\n Qi Zhang},\n title = {{UPRISE:} Universal Prompt Retrieval for Improving Zero-Shot Evaluation},\n journal = {CoRR},\n volume = {abs/2303.08518},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2303.08518},\n doi = {10.48550/ARXIV.2303.08518},\n eprinttype = {arXiv},\n eprint = {2303.08518},\n timestamp = {Fri, 05 May 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2303-08518.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n LogQA: Question Answering in Unstructured Logs.\n \n \n \n \n\n\n \n Huang, S.; Liu, Y.; Fung, C. J.; Qi, J.; Yang, H.; and Luan, Z.\n\n\n \n\n\n\n
CoRR, abs/2303.11715. 2023.\n
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@article{DBLP:journals/corr/abs-2303-11715,\n author = {Shaohan Huang and\n Yi Liu and\n Carol J. Fung and\n Jiaxing Qi and\n Hailong Yang and\n Zhongzhi Luan},\n title = {LogQA: Question Answering in Unstructured Logs},\n journal = {CoRR},\n volume = {abs/2303.11715},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2303.11715},\n doi = {10.48550/ARXIV.2303.11715},\n eprinttype = {arXiv},\n eprint = {2303.11715},\n timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2303-11715.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Pre-training Language Model as a Multi-perspective Course Learner.\n \n \n \n \n\n\n \n Chen, B.; Huang, S.; Zhang, Z.; Guo, W.; Ling, Z.; Huang, H.; Wei, F.; Deng, W.; and Zhang, Q.\n\n\n \n\n\n\n
CoRR, abs/2305.03981. 2023.\n
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@article{DBLP:journals/corr/abs-2305-03981,\n author = {Beiduo Chen and\n Shaohan Huang and\n Zihan Zhang and\n Wu Guo and\n Zhenhua Ling and\n Haizhen Huang and\n Furu Wei and\n Weiwei Deng and\n Qi Zhang},\n title = {Pre-training Language Model as a Multi-perspective Course Learner},\n journal = {CoRR},\n volume = {abs/2305.03981},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2305.03981},\n doi = {10.48550/ARXIV.2305.03981},\n eprinttype = {arXiv},\n eprint = {2305.03981},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2305-03981.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Dual-Alignment Pre-training for Cross-lingual Sentence Embedding.\n \n \n \n \n\n\n \n Li, Z.; Huang, S.; Zhang, Z.; Deng, Z.; Lou, Q.; Huang, H.; Jiao, J.; Wei, F.; Deng, W.; and Zhang, Q.\n\n\n \n\n\n\n
CoRR, abs/2305.09148. 2023.\n
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@article{DBLP:journals/corr/abs-2305-09148,\n author = {Ziheng Li and\n Shaohan Huang and\n Zihan Zhang and\n Zhi{-}Hong Deng and\n Qiang Lou and\n Haizhen Huang and\n Jian Jiao and\n Furu Wei and\n Weiwei Deng and\n Qi Zhang},\n title = {Dual-Alignment Pre-training for Cross-lingual Sentence Embedding},\n journal = {CoRR},\n volume = {abs/2305.09148},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2305.09148},\n doi = {10.48550/ARXIV.2305.09148},\n eprinttype = {arXiv},\n eprint = {2305.09148},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2305-09148.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Learning Music Sequence Representation from Text Supervision.\n \n \n \n \n\n\n \n Chen, T.; Xie, Y.; Zhang, S.; Huang, S.; Zhou, H.; and Li, J.\n\n\n \n\n\n\n
CoRR, abs/2305.19602. 2023.\n
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@article{DBLP:journals/corr/abs-2305-19602,\n author = {Tianyu Chen and\n Yuan Xie and\n Shuai Zhang and\n Shaohan Huang and\n Haoyi Zhou and\n Jianxin Li},\n title = {Learning Music Sequence Representation from Text Supervision},\n journal = {CoRR},\n volume = {abs/2305.19602},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2305.19602},\n doi = {10.48550/ARXIV.2305.19602},\n eprinttype = {arXiv},\n eprint = {2305.19602},\n timestamp = {Mon, 14 Aug 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2305-19602.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Kosmos-2: Grounding Multimodal Large Language Models to the World.\n \n \n \n \n\n\n \n Peng, Z.; Wang, W.; Dong, L.; Hao, Y.; Huang, S.; Ma, S.; and Wei, F.\n\n\n \n\n\n\n
CoRR, abs/2306.14824. 2023.\n
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@article{DBLP:journals/corr/abs-2306-14824,\n author = {Zhiliang Peng and\n Wenhui Wang and\n Li Dong and\n Yaru Hao and\n Shaohan Huang and\n Shuming Ma and\n Furu Wei},\n title = {Kosmos-2: Grounding Multimodal Large Language Models to the World},\n journal = {CoRR},\n volume = {abs/2306.14824},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2306.14824},\n doi = {10.48550/ARXIV.2306.14824},\n eprinttype = {arXiv},\n eprint = {2306.14824},\n timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2306-14824.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Scaling Sentence Embeddings with Large Language Models.\n \n \n \n \n\n\n \n Jiang, T.; Huang, S.; Luan, Z.; Wang, D.; and Zhuang, F.\n\n\n \n\n\n\n
CoRR, abs/2307.16645. 2023.\n
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@article{DBLP:journals/corr/abs-2307-16645,\n author = {Ting Jiang and\n Shaohan Huang and\n Zhongzhi Luan and\n Deqing Wang and\n Fuzhen Zhuang},\n title = {Scaling Sentence Embeddings with Large Language Models},\n journal = {CoRR},\n volume = {abs/2307.16645},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2307.16645},\n doi = {10.48550/ARXIV.2307.16645},\n eprinttype = {arXiv},\n eprint = {2307.16645},\n timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2307-16645.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.\n \n \n \n \n\n\n \n Qi, J.; Huang, S.; Luan, Z.; Fung, C. J.; Yang, H.; and Qian, D.\n\n\n \n\n\n\n
CoRR, abs/2309.01189. 2023.\n
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@article{DBLP:journals/corr/abs-2309-01189,\n author = {Jiaxing Qi and\n Shaohan Huang and\n Zhongzhi Luan and\n Carol J. Fung and\n Hailong Yang and\n Depei Qian},\n title = {LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection},\n journal = {CoRR},\n volume = {abs/2309.01189},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2309.01189},\n doi = {10.48550/ARXIV.2309.01189},\n eprinttype = {arXiv},\n eprint = {2309.01189},\n timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2309-01189.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Adapting Large Language Models via Reading Comprehension.\n \n \n \n \n\n\n \n Cheng, D.; Huang, S.; and Wei, F.\n\n\n \n\n\n\n
CoRR, abs/2309.09530. 2023.\n
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@article{DBLP:journals/corr/abs-2309-09530,\n author = {Daixuan Cheng and\n Shaohan Huang and\n Furu Wei},\n title = {Adapting Large Language Models via Reading Comprehension},\n journal = {CoRR},\n volume = {abs/2309.09530},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2309.09530},\n doi = {10.48550/ARXIV.2309.09530},\n eprinttype = {arXiv},\n eprint = {2309.09530},\n timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2309-09530.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Kosmos-2.5: A Multimodal Literate Model.\n \n \n \n \n\n\n \n Lv, T.; Huang, Y.; Chen, J.; Cui, L.; Ma, S.; Chang, Y.; Huang, S.; Wang, W.; Dong, L.; Luo, W.; Wu, S.; Wang, G.; Zhang, C.; and Wei, F.\n\n\n \n\n\n\n
CoRR, abs/2309.11419. 2023.\n
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@article{DBLP:journals/corr/abs-2309-11419,\n author = {Tengchao Lv and\n Yupan Huang and\n Jingye Chen and\n Lei Cui and\n Shuming Ma and\n Yaoyao Chang and\n Shaohan Huang and\n Wenhui Wang and\n Li Dong and\n Weiyao Luo and\n Shaoxiang Wu and\n Guoxin Wang and\n Cha Zhang and\n Furu Wei},\n title = {Kosmos-2.5: {A} Multimodal Literate Model},\n journal = {CoRR},\n volume = {abs/2309.11419},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2309.11419},\n doi = {10.48550/ARXIV.2309.11419},\n eprinttype = {arXiv},\n eprint = {2309.11419},\n timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2309-11419.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Calibrating LLM-Based Evaluator.\n \n \n \n \n\n\n \n Liu, Y.; Yang, T.; Huang, S.; Zhang, Z.; Huang, H.; Wei, F.; Deng, W.; Sun, F.; and Zhang, Q.\n\n\n \n\n\n\n
CoRR, abs/2309.13308. 2023.\n
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@article{DBLP:journals/corr/abs-2309-13308,\n author = {Yuxuan Liu and\n Tianchi Yang and\n Shaohan Huang and\n Zihan Zhang and\n Haizhen Huang and\n Furu Wei and\n Weiwei Deng and\n Feng Sun and\n Qi Zhang},\n title = {Calibrating LLM-Based Evaluator},\n journal = {CoRR},\n volume = {abs/2309.13308},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2309.13308},\n doi = {10.48550/ARXIV.2309.13308},\n eprinttype = {arXiv},\n eprint = {2309.13308},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2309-13308.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Kosmos-G: Generating Images in Context with Multimodal Large Language Models.\n \n \n \n \n\n\n \n Pan, X.; Dong, L.; Huang, S.; Peng, Z.; Chen, W.; and Wei, F.\n\n\n \n\n\n\n
CoRR, abs/2310.02992. 2023.\n
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@article{DBLP:journals/corr/abs-2310-02992,\n author = {Xichen Pan and\n Li Dong and\n Shaohan Huang and\n Zhiliang Peng and\n Wenhu Chen and\n Furu Wei},\n title = {Kosmos-G: Generating Images in Context with Multimodal Large Language\n Models},\n journal = {CoRR},\n volume = {abs/2310.02992},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2310.02992},\n doi = {10.48550/ARXIV.2310.02992},\n eprinttype = {arXiv},\n eprint = {2310.02992},\n timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2310-02992.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n \n \n \n \n \n \n Democratizing Reasoning Ability: Tailored Learning from Large Language Model.\n \n \n \n \n\n\n \n Wang, Z.; Huang, S.; Liu, Y.; Wang, J.; Song, M.; Zhang, Z.; Huang, H.; Wei, F.; Deng, W.; Sun, F.; and Zhang, Q.\n\n\n \n\n\n\n
CoRR, abs/2310.13332. 2023.\n
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@article{DBLP:journals/corr/abs-2310-13332,\n author = {Zhaoyang Wang and\n Shaohan Huang and\n Yuxuan Liu and\n Jiahai Wang and\n Minghui Song and\n Zihan Zhang and\n Haizhen Huang and\n Furu Wei and\n Weiwei Deng and\n Feng Sun and\n Qi Zhang},\n title = {Democratizing Reasoning Ability: Tailored Learning from Large Language\n Model},\n journal = {CoRR},\n volume = {abs/2310.13332},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2310.13332},\n doi = {10.48550/ARXIV.2310.13332},\n eprinttype = {arXiv},\n eprint = {2310.13332},\n timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2310-13332.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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