LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English

12 October 2024

Papers citing "LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English"

29 / 29 papers shown

Title
BooookScore: A systematic exploration of book-length summarization in the era of LLMs Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer ALM 72 115 0 01 Oct 2023
Argumentative Segmentation Enhancement for Legal Summarization Huihui Xu Kevin D. Ashley AILaw 37 5 0 11 Jul 2023
MultiLegalPile: A 689GB Multilingual Legal Corpus Joel Niklaus Veton Matoshi Matthias Sturmer Ilias Chalkidis Daniel E. Ho AILaw ELM 53 44 0 03 Jun 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text Yova Kementchedjhieva Ilias Chalkidis 72 24 0 09 May 2023
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance Abhishek Agarwal Shanshan Xu Matthias Grabmair ELM AILaw 68 14 0 22 Oct 2022
AraLegal-BERT: A pretrained language model for Arabic Legal text Muhammad Al-Qurishi Sarah AlQaseemi Riad Soussi AILaw ELM 55 14 0 15 Oct 2022
ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Mohamed S. Elaraby Diane Litman AILaw ELM 53 32 0 04 Sep 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code Sebastian Gehrmann Abhik Bhattacharjee Abinaya Mahendiran Alex Jinpeng Wang Alexandros Papangelis ... Yacine Jernite Yi Xu Yisi Sang Yixin Liu Yufang Hou 82 38 0 22 Jun 2022
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 216 261 0 03 Oct 2021
A Statutory Article Retrieval Dataset in French Antoine Louis Gerasimos Spanakis RALM AILaw 38 42 0 26 Aug 2021
Incorporating Domain Knowledge for Extractive Summarization of Legal Case Documents Paheli Bhattacharya Soham Poddar Koustav Rudra Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 38 68 0 30 Jun 2021
Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents Chaojun Xiao Xueyu Hu Zhiyuan Liu Cunchao Tu Maosong Sun AILaw ELM 85 240 0 09 May 2021
Efficient Attentions for Long Document Summarization L. Huang Shuyang Cao Nikolaus Nova Parulian Heng Ji Lu Wang 124 286 0 05 Apr 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 51 192 0 10 Mar 2021
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 91 306 0 25 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 134 2,420 0 23 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 133 4,048 0 10 Apr 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 258 2,044 0 18 Dec 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 381 20,053 0 23 Oct 2019
BillSum: A Corpus for Automatic Summarization of US Legislation Anastassia Kornilova Vladimir Eidelman AILaw 52 156 0 01 Oct 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 558 2,660 0 03 Sep 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 536 24,351 0 26 Jul 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 248 2,307 0 02 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 287 5,791 0 21 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,511 0 11 Oct 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 51 165 0 03 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 84 555 0 30 Apr 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 1.0K 7,152 0 20 Apr 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 72 1,043 0 11 Apr 2018