EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain

24 October 2022

Papers citing "EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain"

24 / 24 papers shown

Title
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning Ojasw Upadhyay Abishek Saravankumar Ayman Ismail AILaw SyDa ELM 66 0 0 26 Apr 2025
LegalBench.PT: A Benchmark for Portuguese Law Beatriz Canaverde Telmo Pessoa Pires Leonor Melo Ribeiro Andre F. T. Martins AILaw ELM 62 0 0 22 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
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 42 0 0 07 Nov 2024
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland Luca Rolshoven Vishvaksenan Rasiah Srinanda Brügger Bose Matthias Sturmer Joel Niklaus ELM AILaw 38 1 0 17 Oct 2024
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English T. Y. S. S. Santosh Cornelius Weiss Matthias Grabmair AILaw ELM 47 2 0 12 Oct 2024
Summarizing long regulatory documents with a multi-step pipeline Mika Sie Ruby Beek Michiel Bots S. Brinkkemper Albert Gatt AILaw ELM 27 1 0 19 Aug 2024
Revealing Trends in Datasets from the 2022 ACL and EMNLP Conferences Jesse Atuhurra Hidetaka Kamigaito 36 0 0 31 Mar 2024
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented Generation Ashish Chouhan Michael Gertz AILaw 16 5 0 24 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 65 79 0 05 Mar 2024
EUROPA: A Legal Multilingual Keyphrase Generation Dataset Olivier Salaün Frédéric Piedboeuf G. L. Berre David Alfonso-Hermelo Philippe Langlais AILaw 23 1 0 01 Mar 2024
Catwalk: A Unified Language Model Evaluation Framework for Many Datasets Dirk Groeneveld Anas Awadalla Iz Beltagy Akshita Bhagia Ian H. Magnusson Hao Peng Oyvind Tafjord Pete Walsh Kyle Richardson Jesse Dodge 111 1 0 15 Dec 2023
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments Debtanu Datta Shubham Soni Rajdeep Mukherjee Saptarshi Ghosh ELM AILaw 59 6 0 28 Oct 2023
Sequence-to-Sequence Spanish Pre-trained Language Models Vladimir Araujo Maria Mihaela Truşcǎ Rodrigo Tufino Marie-Francine Moens 22 2 0 20 Sep 2023
Empowering Refugee Claimants and their Lawyers: Using Machine Learning to Examine Decision-Making in Refugee Law Claire Barale 16 0 0 22 Aug 2023
Bringing order into the realm of Transformer-based language models for artificial intelligence and law C. M. Greco Andrea Tagarelli AILaw 14 19 0 10 Aug 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India Ashok Urlana Pinzhen Chen Zheng Zhao Shay B. Cohen Manish Shrivastava Barry Haddow 13 9 0 15 May 2023
MultiLegalSBD: A Multilingual Legal Sentence Boundary Detection Dataset Tobias Brugger Matthias Sturmer Joel Niklaus AILaw 36 8 0 02 May 2023
RISC: Generating Realistic Synthetic Bilingual Insurance Contract David Beauchemin Richard Khoury AILaw SyDa 27 1 0 09 Apr 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models Jiaan Wang Yunlong Liang Fandong Meng Beiqi Zou Zhixu Li Jianfeng Qu Jie Zhou ELM 19 28 0 28 Feb 2023
On the State of German (Abstractive) Text Summarization Dennis Aumiller Jing Fan Michael Gertz 13 1 0 17 Jan 2023
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 251 2,009 0 28 Jul 2020
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,252 0 14 Nov 2016
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,508 0 10 Jun 2015