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This paper describes the approach of the THUIR team at the COLIEE 2023 Legal Case Entailment task.
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A pentapus grapples with legal reasoning. In Proceedings of the COLIEE Workshop in ICAIL
nigam@ COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models. In New Frontiers in Artificial Intelligence: JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12–17, 2022, Revised Selected Papers . Springer, 96–108
Shubham Kumar Nigam, Navansh Goel, and Arnab Bhattacharya. 2023 · 2022
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Overview and Discussion of the Competition on Legal Information Extraction/Entailment (COLIEE) 2021
Juliano Rabelo, Randy Goebel, Mi-Young Kim, Yoshinobu Kano, Masaharu Yoshioka, and Ken Satoh. 2022 · 2022
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THUIR at the NTCIR-16 WWW-4 Task
Shenghao Yang, Haitao Li, Zhumin Chu, Jingtao Zhan, Yiqun Liu, Min Zhang, and Shaoping Ma. 2022 · 2022
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Frank Schilder, Dhivya Chinnappa, Kanika Madan, Jinane Harmouche, Andrew Vold, Hiroko Bretz, and John Hudzina. 2021 · 2021
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Using deep learning approaches for tackling legal’s challenges (COLIEE 2022). In Sixteenth International Workshop on Juris-informatics (JURISIN)
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Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking
Qian Dong, Yiding Liu, Suqi Cheng, Shuaiqiang Wang, Zhicong Cheng, Shuzi Niu, and Dawei Yin. 2022 · 2022
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Case law retrieval: problems, methods, challenges and evaluations in the last 20 years
Daniel Locke and Guido Zuccon. 2022 · 2022
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SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval
Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Yueyue Wu, Yiqun Liu, Chong Chen, and Qi Tian. 2023a
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Constructing Tree-based Index for Efficient and Effective Dense Retrieval
Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, and Zhao Cao. 2023b
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LeCaRD: a legal case retrieval dataset for Chinese law system. In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval . 2342–2348
Yixiao Ma, Yunqiu Shao, Yueyue Wu, Yiqun Liu, Ruizhe Zhang, Min Zhang, and Shaoping Ma. 2021b
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Explainable legal case matching via inverse optimal transport-based rationale extraction. In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval . 657–668
Weijie Yu, Zhongxiang Sun, Jun Xu, Zhenhua Dong, Xu Chen, Hongteng Xu, and Ji-Rong Wen. 2022 · 2022
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THUIR at WSDM Cup 2023 Task 1: Unbiased Learning to Rank
Jia Chen, Haitao Li, Weihang Su, Qingyao Ai, and Yiqun Liu. 2023 · 2023
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Haitao Li, Jia Chen, Weihang Su, Qingyao Ai, and Yiqun Liu. 2023c · 2023
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Understanding Relevance Judgments in Legal Case Retrieval
Yunqiu Shao, Yueyue Wu, Yiqun Liu, Jiaxin Mao, and Shaoping Ma. 2023 · 2023
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T2Ranking: A large-scale Chinese Benchmark for Passage Ranking
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