SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval

Author:

Li Haitao1ORCID,Ai Qingyao1ORCID,Chen Jia1ORCID,Dong Qian1ORCID,Wu Yueyue1ORCID,Liu Yiqun1ORCID,Chen Chong2ORCID,Tian Qi2ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. Huawei Cloud BU, Guangdong, China

Funder

Tsinghua University Guoqiang Research Institute

Natural Science Foundation of China

Tsinghua-Tencent Tiangong Institute for Intelligent Computing

Publisher

ACM

Reference43 articles.

1. An information-theoretic perspective of tf–idf measures

2. Sophia Althammer , Arian Askari , Suzan Verberne , and Allan Hanbury . 2021. DoSSIER@ COLIEE 2021 : leveraging dense retrieval and summarization-based re-ranking for case law retrieval. arXiv preprint arXiv:2108.03937 ( 2021 ). Sophia Althammer, Arian Askari, Suzan Verberne, and Allan Hanbury. 2021. DoSSIER@ COLIEE 2021: leveraging dense retrieval and summarization-based re-ranking for case law retrieval. arXiv preprint arXiv:2108.03937 (2021).

3. A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law

4. Legal case document similarity: You need both network and text

5. Ilias Chalkidis , Manos Fergadiotis , Prodromos Malakasiotis , Nikolaos Aletras , and Ion Androutsopoulos . 2020. LEGAL-BERT: The muppets straight out of law school. arXiv preprint arXiv:2010.02559 ( 2020 ). Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, and Ion Androutsopoulos. 2020. LEGAL-BERT: The muppets straight out of law school. arXiv preprint arXiv:2010.02559 (2020).

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2. Prompt-Based Effective Input Reformulation for Legal Case Retrieval;Lecture Notes in Computer Science;2023-11-07

3. A novel network-based paragraph filtering technique for legal document similarity analysis;Artificial Intelligence and Law;2023-10-19

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