LexGLUE: A Benchmark Dataset for Legal Language Understanding in English

3 October 2021

Papers citing "LexGLUE: A Benchmark Dataset for Legal Language Understanding in English"

42 / 42 papers shown

Title
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning Ojasw Upadhyay Abishek Saravankumar Ayman Ismail AILaw SyDa ELM 76 0 0 26 Apr 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Y. K. Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 69 0 0 13 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 H. S. 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 73 0 0 27 Feb 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 66 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 40 4 0 25 Oct 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
eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure Hoorieh Sabzevari Mohammadmostafa Rostamkhani Sauleh Eetemadi AILaw ELM 34 0 0 24 Jun 2024
A General Online Algorithm for Optimizing Complex Performance Metrics Wojciech Kotłowski Marek Wydmuch Erik Schultheis Rohit Babbar Krzysztof Dembczyñski 44 0 0 20 Jun 2024
AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts Daniel Braun Florian Matthes AILaw ELM 31 3 0 10 Jun 2024
LLM vs. Lawyers: Identifying a Subset of Summary Judgments in a Large UK Case Law Dataset Ahmed Izzidien Holli Sargeant Felix Steffek AILaw ELM 34 7 0 04 Mar 2024
Fast Vocabulary Transfer for Language Model Compression Leonidas Gee Andrea Zugarini Leonardo Rigutini Paolo Torroni 30 26 0 15 Feb 2024
ICL Markup: Structuring In-Context Learning using Soft-Token Tags Marc-Etienne Brunet Ashton Anderson R. Zemel 21 4 0 12 Dec 2023
BLT: Can Large Language Models Handle Basic Legal Text? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme AILaw ELM 37 7 0 16 Nov 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification Yongxin Huang Kexin Wang Sourav Dutta Raj Nath Patel Goran Glavas Iryna Gurevych VLM 18 4 0 01 Nov 2023
A Multi-Modal Multilingual Benchmark for Document Image Classification Yoshinari Fujinuma Siddharth Varia Nishant Sankaran Srikar Appalaraju Bonan Min Yogarshi Vyas VLM 18 4 0 25 Oct 2023
LawBench: Benchmarking Legal Knowledge of Large Language Models Zhiwei Fei Xiaoyu Shen D. Zhu Fengzhe Zhou Zhuo Han Songyang Zhang Kai-xiang Chen Zongwen Shen Jidong Ge ELM AILaw 26 33 0 28 Sep 2023
Legal Extractive Summarization of U.S. Court Opinions Emmanuel J. Bauer Dominik Stammbach Nianlong Gu Elliott Ash AILaw ELM 18 7 0 15 May 2023
GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark Dongyang Li Ruixue Ding Qiang-Wei Zhang Zheng Li Boli Chen ... Yao Xu Xin Li Ning Guo Fei Huang Xiaofeng He ELM VLM 29 5 0 11 May 2023
RISC: Generating Realistic Synthetic Bilingual Insurance Contract David Beauchemin Richard Khoury AILaw SyDa 30 1 0 09 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 40 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 21 17 0 01 Feb 2023
GPT Takes the Bar Exam M. Bommarito Daniel Martin Katz ELM 28 152 0 29 Dec 2022
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors Hamish Ivison Noah A. Smith Hannaneh Hajishirzi Pradeep Dasigi 31 19 0 01 Dec 2022
BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch? Joel Niklaus Daniele Giofré 27 11 0 30 Nov 2022
Legal and Political Stance Detection of SCOTUS Language Noah Bergam Emily Allaway Kathleen McKeown AILaw ELM 22 5 0 21 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 23 26 0 25 Oct 2022
NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly Yi Ren Fung Tuhin Chakraborty Hao Guo Owen Rambow Smaranda Muresan Heng Ji 15 39 0 16 Oct 2022
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification Ilias Chalkidis Xiang Dai Manos Fergadiotis Prodromos Malakasiotis Desmond Elliott 32 33 0 11 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 114 93 0 06 Oct 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 32 18 0 25 Sep 2022
Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans John J. Nay ELM AILaw 86 27 0 14 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 29 45 0 13 Sep 2022
On the Role of Negative Precedent in Legal Outcome Prediction Josef Valvoda Ryan Cotterell Simone Teufel ELM AILaw 23 29 0 17 Aug 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset Peter Henderson M. Krass Lucia Zheng Neel Guha Christopher D. Manning Dan Jurafsky Daniel E. Ho AILaw ELM 129 97 0 01 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 29 43 0 22 Jun 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 32 54 0 14 Mar 2022
The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification Benjamin Clavié Marc Alphonsus ELM AILaw 35 10 0 15 Sep 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 268 2,013 0 28 Jul 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 228 4,460 0 23 Jan 2020
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 112 325 0 05 Jun 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,956 0 20 Apr 2018