Law Article-Enhanced Legal Case Matching: A Causal Learning Approach

Author:

Sun Zhongxiang1ORCID,Xu Jun1ORCID,Zhang Xiao1ORCID,Dong Zhenhua2ORCID,Wen Ji-Rong1ORCID

Affiliation:

1. Renmin Unversity of China, Beijing, China

2. Huawei, Shenzhen, China

Funder

Research Funds of Renmin University of China

National Key Research and Development Program of China

Beijing Outstanding Young Scientist Program

Publisher

ACM

Reference49 articles.

1. Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity

2. Identification of Causal Effects Using Instrumental Variables

3. Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 ( 2014 ). Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014. Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 (2014).

4. Andrea Bellavia and Linda Valeri . 2018. Decomposition of the total effect in the presence of multiple mediators and interactions. American journal of epidemiology , Vol. 187 , 6 ( 2018 ), 1311--1318. Andrea Bellavia and Linda Valeri. 2018. Decomposition of the total effect in the presence of multiple mediators and interactions. American journal of epidemiology, Vol. 187, 6 (2018), 1311--1318.

5. Iz Beltagy , Matthew E Peters , and Arman Cohan . 2020 . Longformer: The long-document transformer. arXiv preprint arXiv:2004.05150 (2020). Iz Beltagy, Matthew E Peters, and Arman Cohan. 2020. Longformer: The long-document transformer. arXiv preprint arXiv:2004.05150 (2020).

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1. Enhancing Criminal Case Matching through Diverse Legal Factors;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

2. CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs;Lecture Notes in Computer Science;2024

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

4. FAIR: A Causal Framework for Accurately Inferring Judgments Reversals;Artificial Neural Networks and Machine Learning – ICANN 2023;2023

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