Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network

10 May 2019

Papers citing "Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network"

50 / 51 papers shown

Title
JurisCTC: Enhancing Legal Judgment Prediction via Cross-Domain Transfer and Contrastive Learning Zhaolu Kang Hongtian Cai Xiangyang Ji Jinzhe Li Nanfei Gu AILaw ELM 55 0 0 24 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 41 1 0 28 Feb 2025
How Vital is the Jurisprudential Relevance: Law Article Intervened Legal Case Retrieval and Matching Nuo Xu Peijie Wang Zi Liang Junzhou Zhao X. Guan AILaw 86 0 0 25 Feb 2025
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Gianluca Demartini ELM AILaw VLM 43 4 0 25 Oct 2024
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification -- An Empirical Study on European Court of Human Rights Cases T. Y. S. S. Santosh Irtiza Chowdhury Shanshan Xu Matthias Grabmair AILaw 34 0 0 27 Sep 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
SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing Pengjie Liu Wang Zhang Yulong Ding Xuefeng Zhang Shuang-Hua Yang AILaw 40 1 0 19 Aug 2024
Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge Nuo Xu Peijie Wang Junzhou Zhao Feiyang Sun Lin Lan Jing Tao Li Pan Xiaohong Guan AILaw 40 1 0 18 Aug 2024
Enhancing Criminal Case Matching through Diverse Legal Factors Jie Zhao Ziyu Guan Wei Zhao Yue Jiang 21 1 0 17 Jun 2024
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? T. Y. S. S Santosh Kevin D. Ashley Katie Atkinson Matthias Grabmair ELM AILaw 37 1 0 16 Jun 2024
LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model Zhi-Hua Zhou Jiang-Xin Shi Peng-Xiao Song Xiao-Wen Yang Yi-Xuan Jin Lan-Zhe Guo Yu-Feng Li ELM AILaw 41 16 0 07 Jun 2024
Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts S. Nigam Anurag Sharma Danush Khanna Noel Shallum Kripabandhu Ghosh Arnab Bhattacharya ELM AILaw 43 9 0 06 Jun 2024
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 61 13 0 31 May 2024
LegalDuet: Learning Fine-grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning Pengjie Liu Xin Dai Zhenghao Liu Huiyuan Xie Xiaoyuan Yi Yu Gu Yukun Yan Liner Yang Shuang-Hua Yang Ge Yu AILaw ELM 61 0 0 27 Jan 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 24 9 0 10 Dec 2023
Exploring Graph Neural Networks for Indian Legal Judgment Prediction Mann Khatri Mirza Yusuf Yaman Kumar Singla R. Shah Ponnurangam Kumaraguru 24 2 0 19 Oct 2023
Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions Jie Zhao Ziyu Guan Wei Zhao Yue Jiang Xiaofei He 23 2 0 29 Sep 2023
DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services Shengbin Yue Wei Chen Siyuan Wang Bingxuan Li Chenchen Shen ... Yuxuan Zhou Yao Xiao Song Yun Xuanjing Huang Zhongyu Wei AILaw ELM 37 88 0 20 Sep 2023
U-CREAT: Unsupervised Case Retrieval using Events extrAcTion Abhinav Joshi Akshat Sharma Sai Kiran Tanikella Ashutosh Modi AILaw 21 8 0 11 Jul 2023
Prototype-Based Interpretability for Legal Citation Prediction Chunyan Luo R. Bhambhoria Samuel Dahan Xiao-Dan Zhu ELM AILaw 24 7 0 25 May 2023
SemEval 2023 Task 6: LegalEval - Understanding Legal Texts Ashutosh Modi Prathamesh Kalamkar S. Karn Aman Tiwari Abhinav Joshi Sai Kiran Tanikella S. Guha Sachin Malhan Vivek Raghavan ELM AILaw 29 41 0 19 Apr 2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases Santosh T.Y.S.S Santosh T.Y.S.S Phillip Kemper Matthias Grabmair AILaw 47 14 0 01 Feb 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases Santosh T.Y.S.S O. Ichim Matthias Grabmair AILaw 32 17 0 01 Feb 2023
Rationalizing Predictions by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 27 4 0 15 Jan 2023
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding Lizhi Cheng Wenmian Yang Weijia Jia 25 9 0 22 Nov 2022
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 19 6 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
Unsupervised Simplification of Legal Texts Mert Cemri Tolga Çukur Aykut Koç AILaw 21 3 0 01 Sep 2022
Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 39 4 0 24 Jun 2022
A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges Junyun Cui Xiaoyu Shen Feiping Nie Zihan Wang Jinglong Wang Yulong Chen AILaw ELM 25 65 0 11 Apr 2022
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset Feng Yao Chaojun Xiao Xiaozhi Wang Zhiyuan Liu Lei Hou Cunchao Tu Juanzi Li Yun Liu Weixing Shen Maosong Sun AILaw 6 65 0 16 Mar 2022
Sequential Multi-task Learning with Task Dependency for Appeal Judgment Prediction Lianxin Song Xiaohui Han Guangqi Liu Wentong Wang C. Cui Yilong Yin ELM AILaw 19 1 0 09 Mar 2022
LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents Shounak Paul Pawan Goyal Saptarshi Ghosh AILaw 16 40 0 29 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
Semantic Segmentation of Legal Documents via Rhetorical Roles Vijit Malik Rishabh Sanjay S. Guha Angshuman Hazarika S. Nigam Arnab Bhattacharya Ashutosh Modi AILaw 35 45 0 03 Dec 2021
Unsupervised Law Article Mining based on Deep Pre-Trained Language Representation Models with Application to the Italian Civil Code Andrea Tagarelli Andrea Simeri AILaw 31 44 0 02 Dec 2021
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
When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions Zixian Huang Ao Wu Yulin Shen Gong Cheng Yuzhong Qu RALM 33 4 0 31 Aug 2021
An Effective Non-Autoregressive Model for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 29 15 0 16 Aug 2021
Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting Luyao Ma Yating Zhang Tianyi Wang Xiaozhong Liu Wei Ye Changlong Sun Shikun Zhang ELM AILaw 13 58 0 12 Jul 2021
ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation Vijit Malik Rishabh Sanjay S. Nigam Kripabandhu Ghosh S. Guha Arnab Bhattacharya Ashutosh Modi ELM AILaw 21 143 0 28 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 48 229 0 09 May 2021
Learning Fine-grained Fact-Article Correspondence in Legal Cases Jidong Ge Yunyun Huang Xiaoyu Shen Chuanyi Li Wei Hu AILaw 16 27 0 21 Apr 2021
A Result based Portable Framework for Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang 31 8 0 10 Mar 2021
TSQA: Tabular Scenario Based Question Answering Xiao Li Yawei Sun Gong Cheng LMTD 29 28 0 14 Jan 2021
Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 133 35 0 16 Dec 2020
Knowledge-aware Method for Confusing Charge Prediction Xiya Cheng Sheng Bi Guilin Qi Yongzhen Wang AILaw 11 4 0 07 Oct 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction Nuo Xu Pinghui Wang Long Chen Li Pan Xiaoyan Wang Junzhou Zhao AILaw 13 160 0 06 Apr 2020
CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain Chaojun Xiao Haoxiang Zhong Zhipeng Guo Cunchao Tu Zhiyuan Liu ... Tianyang Zhang Xianpei Han Zhen Hu Heng Wang Jianfeng Xu AILaw 28 58 0 20 Nov 2019
Interactive Variance Attention based Online Spoiler Detection for Time-Sync Comments Wenmian Yang Weijia Jia Wenyuan Gao Xiaojie Zhou Yutao Luo 18 9 0 09 Aug 2019