Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration

13 October 2023

Xiaozhong Liu

Changlong Sun

Papers citing "Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration"

22 / 22 papers shown

Title
Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction Xi Chen Mao Mao Shuo Li Haotian Shangguan LLMAG AILaw ELM 83 0 0 07 Apr 2025
Aplicação de Large Language Models na Análise e Síntese de Documentos Jurídicos: Uma Revisão de Literatura Matheus Belarmino Rackel Coelho Roberto Lotudo Jayr Pereira AILaw ELM 77 0 0 01 Apr 2025
A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences Jiaxin Shen Jinan Xu Huiqi Hu Luyi Lin Fei Zheng Guoyang Ma Fandong Meng Jie Zhou Wenjuan Han AILaw ELM 58 1 0 02 Mar 2025
Towards User-level Private Reinforcement Learning with Human Feedback Jingyang Zhang Mingxi Lei Meng Ding Mengdi Li Zihang Xiang Difei Xu Jinhui Xu Di Wang 47 0 0 22 Feb 2025
Assistive AI for Augmenting Human Decision-making Natabara Máté Gyöngyössy Bernát Török Csilla Farkas Laura Lucaj Attila Menyhárd Krisztina Menyhárd-Balázs András Simonyi Patrick van der Smagt Zsolt Ződi András Lőrincz 39 0 0 18 Oct 2024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization Catarina G. Belem Pouya Pezeskhpour Hayate Iso Seiji Maekawa Nikita Bhutani Estevam R. Hruschka HILM 75 2 0 17 Oct 2024
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration Weikang Yuan Junjie Cao Zhuoren Jiang Yangyang Kang Jun Lin Kaisong Song Tianqianjin Lin Pengwei Yan Changlong Sun Wei Lu AILaw ELM LRM 29 2 0 03 Oct 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases T. Y. S. S. Santosh Mohamed Hesham Elganayni Stanisław Sójka Matthias Grabmair AILaw 32 1 0 27 Sep 2024
Xinyu: An Efficient LLM-based System for Commentary Generation Yiquan Wu Bo Tang Chenyang Xi Yu Yu Pengyu Wang ... Peng Cheng Zhonghao Wang Yi Wang Yi Luo Mingchuan Yang 39 2 0 21 Aug 2024
LawLLM: Law Large Language Model for the US Legal System Dong Shu Haoran Zhao Xukun Liu David Demeter Mengnan Du Yongfeng Zhang AILaw ELM 31 6 0 27 Jul 2024
It Cannot Be Right If It Was Written by AI: On Lawyers' Preferences of Documents Perceived as Authored by an LLM vs a Human Jakub Harasta Tereza Novotná Jaromír Šavelka ELM 42 6 0 09 Jul 2024
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction Chenlong Deng Kelong Mao Yuyao Zhang Zhicheng Dou ELM AILaw 40 1 0 02 Jul 2024
Evolving Knowledge Distillation with Large Language Models and Active Learning Chengyuan Liu Yangyang Kang Fubang Zhao Kun Kuang Zhuoren Jiang Changlong Sun Fei Wu 24 5 0 11 Mar 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 32 2 0 07 Mar 2024
Enhancing Court View Generation with Knowledge Injection and Guidance Ang Li Yiquan Wu Yifei Liu Fei Wu Ming Cai Kun Kuang AILaw 38 0 0 07 Mar 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization Wenqi Zhang Ke Tang Hai Wu Mengna Wang Yongliang Shen Guiyang Hou Zeqi Tan Peng Li Yueting Zhuang Weiming Lu LLMAG 44 37 0 27 Feb 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models Yizhi Li Ge Zhang Xingwei Qu Jiali Li Zhaoqun Li ... Jiajun Zhang Zuowen Li Stephen W. Huang Chenghua Lin Jie Fu ALM ELM 40 3 0 20 Feb 2024
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild Ziyu Zhao Leilei Gan Guoyin Wang Wangchunshu Zhou Hongxia Yang Kun Kuang Fei Wu MoMe 26 31 0 15 Feb 2024
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks Xueyu Hu Ziyu Zhao Shuang Wei Ziwei Chai Qianli Ma ... Jiwei Li Kun Kuang Yang Yang Hongxia Yang Fei Wu LMTD ELM 24 45 0 10 Jan 2024
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 34 137 0 16 Nov 2023
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English Ilias Chalkidis Abhik Jana D. Hartung M. Bommarito Ion Androutsopoulos Daniel Martin Katz Nikolaos Aletras AILaw ELM 130 250 0 03 Oct 2021
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 123 327 0 05 Jun 2019