Neural Legal Judgment Prediction in English

5 June 2019

Papers citing "Neural Legal Judgment Prediction in English"

50 / 52 papers shown

Title
DMRL: Data- and Model-aware Reward Learning for Data Extraction Zhiqiang Wang Ruoxi Cheng 31 0 0 07 May 2025
Prompt Inversion Attack against Collaborative Inference of Large Language Models Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Heng Chang Jiaheng Zhang 76 0 0 12 Mar 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
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization Ryan Barron Maksim E. Eren Olga M. Serafimova Cynthia Matuszek Boian S. Alexandrov AILaw 78 0 0 27 Feb 2025
Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers Tobias Leemann Alina Fastowski Felix Pfeiffer Gjergji Kasneci 62 4 0 10 Jan 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
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 47 1 0 22 Oct 2024
Enterprise Benchmarks for Large Language Model Evaluation Bing Zhang Mikio Takeuchi Ryo Kawahara Shubhi Asthana Md. Maruf Hossain Guang-Jie Ren Kate Soule Yada Zhu ELM 42 2 0 11 Oct 2024
HDT: Hierarchical Document Transformer Haoyu He Markus Flicke Jan Buchmann Iryna Gurevych Andreas Geiger 43 0 0 11 Jul 2024
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning Abhinav Joshi Shounak Paul Akshat Sharma Pawan Goyal Saptarshi Ghosh Ashutosh Modi AILaw ELM 34 7 0 07 Jul 2024
AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts Daniel Braun Florian Matthes AILaw ELM 42 3 0 10 Jun 2024
Benchmarking General-Purpose In-Context Learning Fan Wang Chuan Lin Yang Cao Yu Kang 38 1 0 27 May 2024
DAGER: Exact Gradient Inversion for Large Language Models Ivo Petrov Dimitar I. Dimitrov Maximilian Baader Mark Niklas Muller Martin Vechev FedML 60 3 0 24 May 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
SaulLM-7B: A pioneering Large Language Model for Law Pierre Colombo T. Pires Malik Boudiaf Dominic Culver Rui Melo ... Andre F. T. Martins Fabrizio Esposito Vera Lúcia Raposo Sofia Morgado Michael Desa ELM AILaw 52 66 0 06 Mar 2024
SLJP: Semantic Extraction based Legal Judgment Prediction Prameela Madambakam Shathanaa Rajmohan Himangshu Sharma Tummepalli Anka Chandrahas Purushotham Gupta ELM AILaw 25 0 0 13 Dec 2023
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 19 9 0 10 Dec 2023
BLT: Can Large Language Models Handle Basic Legal Text? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme AILaw ELM 45 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
Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study Damith Premasiri Tharindu Ranasinghe R. Mitkov VLM 29 1 0 18 Jul 2023
Bayesian Optimization of Catalysis With In-Context Learning Mayk Caldas Ramos Shane S. Michtavy Marc D. Porosoff Andrew D. White BDL 44 30 0 11 Apr 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions Ruiqi Zhong Peter Zhang Steve Li Jinwoo Ahn Dan Klein Jacob Steinhardt 47 48 0 28 Feb 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 42 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 24 17 0 01 Feb 2023
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks Antoine Louis Gijs van Dijck Gerasimos Spanakis AILaw 23 9 0 30 Jan 2023
Legal Prompt Engineering for Multilingual Legal Judgement Prediction Dietrich Trautmann Alina Petrova Frank Schilder ELM AILaw 38 74 0 05 Dec 2022
BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch? Joel Niklaus Daniele Giofré 30 11 0 30 Nov 2022
DeepParliament: A Legal domain Benchmark & Dataset for Parliament Bills Prediction Ankit Pal AILaw 28 0 0 15 Nov 2022
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts Santosh T.Y.S.S Shanshan Xu O. Ichim Matthias Grabmair 25 26 0 25 Oct 2022
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification Ilias Chalkidis Xiang Dai Manos Fergadiotis Prodromos Malakasiotis Desmond Elliott 34 33 0 11 Oct 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 40 19 0 25 Sep 2022
Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law Shounak Paul A. Mandal Pawan Goyal Saptarshi Ghosh AILaw VLM ELM 35 45 0 13 Sep 2022
On the Role of Negative Precedent in Legal Outcome Prediction Josef Valvoda Ryan Cotterell Simone Teufel ELM AILaw 28 29 0 17 Aug 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models Chao-Wei Huang Shang-Chi Tsai Yun-Nung Chen 35 49 0 12 Jul 2022
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen Kyle Lo L. Yu N. Dahlberg Margo Schlanger Doug Downey ELM AILaw 37 43 0 22 Jun 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Tri Dao Daniel Y. Fu Stefano Ermon Atri Rudra Christopher Ré VLM 78 2,024 0 27 May 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
Calibrated Learning to Defer with One-vs-All Classifiers Rajeev Verma Eric Nalisnick 21 42 0 08 Feb 2022
LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents Shounak Paul Pawan Goyal Saptarshi Ghosh AILaw 13 40 0 29 Dec 2021
Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data Jaromír Šavelka Hannes Westermann Karim Benyekhlef 28 15 0 15 Dec 2021
Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models Jaromír Šavelka Kevin D. Ashley ELM AILaw 37 10 0 14 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 32 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 19 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 130 248 0 03 Oct 2021
Multi-granular Legal Topic Classification on Greek Legislation C. Papaloukas Ilias Chalkidis Konstantinos Athinaios D. Pantazi Manolis Koubarakis AILaw 33 22 0 30 Sep 2021
The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification Benjamin Clavié Marc Alphonsus ELM AILaw 37 10 0 15 Sep 2021
LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training Benjamin Clavié Akshita Gheewala Paul Briton Marc Alphonsus Rym Labiyaad Francesco Piccoli VLM AILaw 24 2 0 02 Sep 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
Indian Legal NLP Benchmarks : A Survey Prathamesh Kalamkar Janani Venugopalan Vivek Raghavan ELM AILaw VLM 25 5 0 13 Jul 2021
Using Issues to Explain Legal Decisions Trevor J. M. Bench-Capon AILaw ELM 13 10 0 25 Jun 2021