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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"

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Title
LEXam: Benchmarking Legal Reasoning on 340 Law Exams Yu Fan Jingwei Ni Jakob Merane Etienne Salimbeni Yang Tian ... Mrinmaya Sachan Alexander Stremitzer Christoph Engel Elliott Ash Joel Niklaus AILaw ELM 107 0 0 19 May 2025
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning Ojasw Upadhyay Abishek Saravankumar Ayman Ismail AILaw SyDa ELM 125 2 0 26 Apr 2025
Exploring How LLMs Capture and Represent Domain-Specific Knowledge Mirian Hipolito Garcia Camille Couturier Daniel Madrigal Diaz Ankur Mallick Anastasios Kyrillidis Robert Sim Victor Rühle Saravan Rajmohan 66 1 0 23 Apr 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 125 1 0 27 Feb 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 101 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 84 7 0 25 Oct 2024
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 83 54 0 14 Mar 2022
How not to Lie with a Benchmark: Rearranging NLP Leaderboards Tatiana Shavrina Valentin Malykh ALM ELM 479 12 0 02 Dec 2021
AI and the Everything in the Whole Wide World Benchmark Inioluwa Deborah Raji Emily M. Bender Amandalynne Paullada Emily L. Denton A. Hanna 86 309 0 26 Nov 2021
Datasets: A Community Library for Natural Language Processing Quentin Lhoest Albert Villanova del Moral Yacine Jernite A. Thakur Patrick von Platen ... Thibault Goehringer Victor Mustar François Lagunas Alexander M. Rush Thomas Wolf 218 614 0 07 Sep 2021
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer Ilias Chalkidis Manos Fergadiotis Ion Androutsopoulos AILaw 86 111 0 02 Sep 2021
A Statutory Article Retrieval Dataset in French Antoine Louis Gerasimos Spanakis RALM AILaw 38 43 0 26 Aug 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 86 148 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 101 242 0 09 May 2021
On the Ethical Limits of Natural Language Processing on Legal Text D. Tsarapatsanis Nikolaos Aletras ELM AILaw 63 43 0 06 May 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman George E. Dahl ELM ALM 55 164 0 05 Apr 2021
Equality before the Law: Legal Judgment Consistency Analysis for Fairness Yuzhong Wang Chaojun Xiao Shirong Ma Haoxiang Zhong Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun AILaw 50 20 0 25 Mar 2021
Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases Ilias Chalkidis Manos Fergadiotis D. Tsarapatsanis Nikolaos Aletras Ion Androutsopoulos Prodromos Malakasiotis AILaw 51 111 0 24 Mar 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 53 195 0 10 Mar 2021
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations Ilias Chalkidis Manos Fergadiotis Nikolaos Manginas Eva Katakalou Prodromos Malakasiotis AILaw 43 27 0 26 Jan 2021
Neural Contract Element Extraction Revisited: Letters from Sesame Street Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos 57 17 0 12 Jan 2021
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels Ilias Chalkidis Manos Fergadiotis Sotiris Kotitsas Prodromos Malakasiotis Nikolaos Aletras Ion Androutsopoulos VLM AI4TS 61 86 0 04 Oct 2020
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 556 2,099 0 28 Jul 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 165 2,750 0 05 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 877 42,379 0 28 May 2020
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Liu Yang Mingyang Zhang Cheng Li Michael Bendersky Marc Najork 86 89 0 26 Apr 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 110 306 0 25 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 179 4,092 0 10 Apr 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 611 4,905 0 23 Jan 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 201 2,332 0 13 Jan 2020
JEC-QA: A Legal-Domain Question Answering Dataset Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun ELM AILaw 77 156 0 27 Nov 2019
Question Answering for Privacy Policies: Combining Computational and Legal Perspectives Abhilasha Ravichander A. Black Shomir Wilson Thomas B. Norton Norman M. Sadeh AILaw 95 112 0 03 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 264 10,851 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 477 20,317 0 23 Oct 2019
Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations Oluwaseyi Feyisetan Borja Balle Thomas Drake Tom Diethe 60 156 0 20 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 71 845 0 13 Jun 2019
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 174 339 0 05 Jun 2019
Large-Scale Multi-Label Text Classification on EU Legislation Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos AILaw 56 217 0 05 Jun 2019
Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network Wenmian Yang Weijia Jia Xiaojie Zhou Yutao Luo 133 144 0 10 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 274 2,323 0 02 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 149 646 0 20 Jun 2018
LexNLP: Natural language processing and information extraction for legal and regulatory texts M. Bommarito Daniel Martin Katz E. M. Detterman AILaw 59 79 0 10 Jun 2018
Obligation and Prohibition Extraction Using Hierarchical RNNs Ilias Chalkidis Ion Androutsopoulos A. Michos 43 57 0 10 May 2018
CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of Service Marco Lippi Przemyslaw Palka Giuseppe Contissa F. Lagioia H. Micklitz Giovanni Sartor Paolo Torroni FaML AILaw 54 166 0 03 May 2018
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 1.1K 7,196 0 20 Apr 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 100 641 0 14 Mar 2018
Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions Hai Ye Xin Jiang Zhunchen Luo Wen-Han Chao 58 132 0 23 Feb 2018
Predicting the Law Area and Decisions of French Supreme Court Cases Octavia Maria Sulea Marcos Zampieri M. Vela Josef van Genabith 83 129 0 04 Aug 2017