Title
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate Ziyang Huang Wangtao Sun Jun Zhao Kang Liu LRM 17 0 0 16 May 2025
LRAGE: Legal Retrieval Augmented Generation Evaluation Tool Minhu Park Hongseok Oh Eunkyung Choi Wonseok Hwang AILaw RALM ELM 115 0 0 02 Apr 2025
AnnoCaseLaw: A Richly-Annotated Dataset For Benchmarking Explainable Legal Judgment Prediction Magnus Sesodia Alina Petrova John Armour Thomas Lukasiewicz Oana-Maria Camburu P. Dokania Philip Torr Christian Schroeder de Witt AILaw ELM 43 1 0 28 Feb 2025
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM Zhi-Hua Zhou Kun-Yang Yu Shi-Yu Tian Jiang-Xin Shi Xiao-Wen Yang Pengxiao Song Yi-Xuan Jin Lan-Zhe Guo Yu-Feng Li ELM AILaw 55 1 0 10 Feb 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 68 1 0 10 Feb 2025
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Gianluca Demartini ELM AILaw VLM 48 4 0 25 Oct 2024
TestAgent: A Framework for Domain-Adaptive Evaluation of LLMs via Dynamic Benchmark Construction and Exploratory Interaction Wanying Wang Zeyu Ma Pengfei Liu Mingang Chen LLMAG 50 1 0 15 Oct 2024
Evaluating the Correctness of Inference Patterns Used by LLMs for Judgment Lu Chen Yuxuan Huang Yixing Li Dongrui Liu Qihan Ren Shuai Zhao Kun Kuang Zilong Zheng Quanshi Zhang 38 1 0 06 Oct 2024
An empirical evaluation of using ChatGPT to summarize disputes for recommending similar labor and employment cases in Chinese Po-Hsien Wu Chao-Lin Liu Wei-Jie Li 35 1 0 14 Sep 2024
From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction Ang Li Qiangchao Chen Yiquan Wu Ming Cai Xiang Zhou Fei Wu Kun Kuang AILaw 37 2 0 07 Mar 2024
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning Yougang Lyu Jitai Hao Zihan Wang Kai Zhao Shen Gao Pengjie Ren Zhumin Chen Fang Wang Zhaochun Ren AILaw 27 9 0 10 Dec 2023
BLT: Can Large Language Models Handle Basic Legal Text? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme AILaw ELM 56 7 0 16 Nov 2023
Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation S. Nigam Aniket Deroy Noel Shallum Ayush Kumar Mishra Anup Roy Shubham Kumar Mishra Arnab Bhattacharya Saptarshi Ghosh Kripabandhu Ghosh AILaw ELM 23 10 0 17 Oct 2023
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise Zhen Wan Yating Zhang Yexiang Wang Fei Cheng Sadao Kurohashi CLL AILaw 34 10 0 05 Oct 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 64 17 0 21 Aug 2023
Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction Cong Jiang Xiaolei Yang ELM LRM AILaw 23 40 0 17 Jul 2023
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Guangyi Xiao Xinlong Liu Hao Chen J. Guo Zhiguo Gong 36 0 0 12 Feb 2023
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction Leilei Gan Baokui Li Kun Kuang Yating Zhang Lei Wang A. Luu Yi-feng Yang Fei Wu AILaw 26 6 0 15 Nov 2022
DeepParliament: A Legal domain Benchmark & Dataset for Parliament Bills Prediction Ankit Pal AILaw 28 0 0 15 Nov 2022
Do Charge Prediction Models Learn Legal Theory? Zhenwei An Quzhe Huang Cong Jiang Yansong Feng Dongyan Zhao ELM AILaw 27 6 0 31 Oct 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 55 19 0 25 Sep 2022
On the Role of Negative Precedent in Legal Outcome Prediction Josef Valvoda Ryan Cotterell Simone Teufel ELM AILaw 31 29 0 17 Aug 2022
HLDC: Hindi Legal Documents Corpus Arnav Kapoor Mudit Dhawan Anmol Goel T. H. Arjun Akshala Bhatnagar Vibhu Agrawal Amul Agrawal Arnab Bhattacharya Ponnurangam Kumaraguru Ashutosh Modi AILaw 19 20 0 02 Apr 2022
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing Ilias Chalkidis Tommaso Pasini Shenmin Zhang Letizia Tomada Sebastian Felix Schwemer Anders Søgaard AILaw 40 54 0 14 Mar 2022
CINO: A Chinese Minority Pre-trained Language Model Ziqing Yang Zihang Xu Yiming Cui Baoxin Wang Min Lin Dayong Wu Zhigang Chen 23 25 0 28 Feb 2022
LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents Shounak Paul Pawan Goyal Saptarshi Ghosh AILaw 19 40 0 29 Dec 2021
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Shuohuan Wang Yu Sun Yang Xiang Zhihua Wu Siyu Ding ... Tian Wu Wei Zeng Ge Li Wen Gao Haifeng Wang ELM 39 79 0 23 Dec 2021
Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer Yunyun Huang Xiaoyu Shen Chuanyi Li Jidong Ge B. Luo AILaw 27 19 0 13 Dec 2021
Multi-granular Legal Topic Classification on Greek Legislation C. Papaloukas Ilias Chalkidis Konstantinos Athinaios D. Pantazi Manolis Koubarakis AILaw 45 23 0 30 Sep 2021
Indian Legal NLP Benchmarks : A Survey Prathamesh Kalamkar Janani Venugopalan Vivek Raghavan ELM AILaw VLM 34 5 0 13 Jul 2021
Factoring Statutory Reasoning as Language Understanding Challenges Nils Holzenberger Benjamin Van Durme ELM AILaw LRM 13 23 0 17 May 2021
Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents Chaojun Xiao Xueyu Hu Zhiyuan Liu Cunchao Tu Maosong Sun AILaw ELM 48 230 0 09 May 2021
The Emerging Trends of Multi-Label Learning Weiwei Liu Haobo Wang Xiaobo Shen Ivor W. Tsang 43 252 0 23 Nov 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun AILaw 62 313 0 25 Apr 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction Nuo Xu Pinghui Wang Long Chen Li Pan Xiaoyan Wang Junzhou Zhao AILaw 21 160 0 06 Apr 2020
Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network Wenmian Yang Weijia Jia Xiaojie Zhou Yutao Luo 34 141 0 10 May 2019
Predicting Brazilian court decisions André Lage-Freitas H. Allende-Cid O. Santana Lívia de Oliveira-Lage ELM 14 40 0 20 Apr 2019
Overview of CAIL2018: Legal Judgment Prediction Competition Haoxiang Zhong Chaojun Xiao Zhipeng Guo Cunchao Tu Zhiyuan Liu ... Yansong Feng Xianpei Han Zhen Hu Heng Wang Jianfeng Xu ELM AILaw 18 33 0 13 Oct 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,377 0 25 Aug 2014