MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer

2 September 2021

Papers citing "MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer"

50 / 58 papers shown

Title
LegalBench.PT: A Benchmark for Portuguese Law Beatriz Canaverde Telmo Pessoa Pires Leonor Melo Ribeiro Andre F. T. Martins AILaw ELM 64 0 0 22 Feb 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 68 1 0 10 Feb 2025
MEL: Legal Spanish Language Model David Betancur Sánchez Nuria Aldama García Á. Jiménez Marta Guerrero Nieto Patricia Marsà Morales Nicolás Serrano Salas Carlos García Hernán Pablo Haya Coll Elena Montiel Ponsoda Pablo Calleja Ibáñez 44 0 0 28 Jan 2025
From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning Ranran Haoran Zhang Bensu Uçar Soumik Dey Hansi Wu Binbin Li Rui Zhang 47 2 0 10 Jan 2025
Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning Julien Audiffren Christophe Broillet Ljiljana Dolamic Philippe Cudré-Mauroux 77 0 0 18 Dec 2024
Multi-Label Bayesian Active Learning with Inter-Label Relationships Yuanyuan Qi Jueqing Lu Xiaohao Yang Joanne Enticott Lan Du 69 0 0 26 Nov 2024
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
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English T. Y. S. S. Santosh Cornelius Weiss Matthias Grabmair AILaw ELM 49 2 0 12 Oct 2024
The Large Language Model GreekLegalRoBERTa Vasileios Saketos D. Pantazi Manolis Koubarakis AILaw 34 0 0 10 Oct 2024
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation Lia Shahnazaryan Meriem Beloucif 22 0 0 21 Aug 2024
Meltemi: The first open Large Language Model for Greek Leon Voukoutis Dimitris Roussis Georgios Paraskevopoulos Sokratis Sofianopoulos Prokopis Prokopidis Vassilis Papavasileiou Athanasios Katsamanis Stelios Piperidis V. Katsouros VLM 35 7 0 30 Jul 2024
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning Janghoon Han Changho Lee Joongbo Shin Stanley Jungkyu Choi Honglak Lee Kynghoon Bae ALM 29 0 0 13 Jun 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks Santosh T.Y.S.S Tuan-Quang Vuong Matthias Grabmair AILaw CLL 53 4 0 23 May 2024
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator Xiaoyu Qiu Yuechen Wang Jiaxin Shi Wen-gang Zhou Houqiang Li LRM 49 2 0 19 Mar 2024
EUROPA: A Legal Multilingual Keyphrase Generation Dataset Olivier Salaün Frédéric Piedboeuf G. L. Berre David Alfonso-Hermelo Philippe Langlais AILaw 31 1 0 01 Mar 2024
Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics C. M. Greco Andrea Tagarelli AILaw ELM 29 0 0 25 Jan 2024
Convolutional Neural Networks can achieve binary bail judgement classification Amit Barman Devangan Roy Debapriya Paul Indranil Dutta S. Guha Samir Karmakar S. Naskar 19 1 0 25 Jan 2024
The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines Martina Forster Claudia Schulz Prudhvi Nokku Melicaalsadat Mirsafian Jaykumar Kasundra Stavroula Skylaki AILaw ELM 25 1 0 22 Jan 2024
Large Language Models are legal but they are not: Making the case for a powerful LegalLLM Thanmay Jayakumar Fauzan Farooqui Luqman Farooqui ELM AILaw ALM 19 16 0 15 Nov 2023
Efficiently Adapting Pretrained Language Models To New Languages Zoltan Csaki Pian Pawakapan Urmish Thakker Qiantong Xu CLL 31 17 0 09 Nov 2023
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval Jinrui Yang Timothy Baldwin Trevor Cohn 25 2 0 03 Nov 2023
An energy-based comparative analysis of common approaches to text classification in the Legal domain S. Gultekin Achille Globo Andrea Zugarini Marco Ernandes Leonardo Rigutini 37 1 0 02 Nov 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning Ping Guo Xiangpeng Wei Yue Hu Baosong Yang Dayiheng Liu Fei Huang Jun Xie 26 2 0 26 Oct 2023
A Multi-Modal Multilingual Benchmark for Document Image Classification Yoshinari Fujinuma Siddharth Varia Nishant Sankaran Srikar Appalaraju Bonan Min Yogarshi Vyas VLM 20 4 0 25 Oct 2023
Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains A. Sarvazyan José Ángel González Marc Franco-Salvador Francisco Rangel Berta Chulvi Paolo Rosso DeLMO 38 60 0 20 Sep 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer Fei Wang Kuan-Hao Huang Kai-Wei Chang Muhao Chen 36 4 0 19 Sep 2023
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents Ramona Christen Anastassia Shaitarova Matthias Sturmer Joel Niklaus AILaw ELM 33 4 0 15 Sep 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models Neel Guha Julian Nyarko Daniel E. Ho Christopher Ré Adam Chilton ... Spencer Williams Sunny G. Gandhi Tomer Zur Varun J. Iyer Zehua Li AILaw LRM ELM 11 145 0 20 Aug 2023
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification Olesya Razuvayevskaya Ben Wu João A. Leite Freddy Heppell Ivan Srba Carolina Scarton Kalina Bontcheva Xingyi Song 24 8 0 14 Aug 2023
Bringing order into the realm of Transformer-based language models for artificial intelligence and law C. M. Greco Andrea Tagarelli AILaw 22 19 0 10 Aug 2023
Metacognitive Prompting Improves Understanding in Large Language Models Yuqing Wang Yun Zhao ReLM LRM 41 25 0 10 Aug 2023
Large Language Model Prompt Chaining for Long Legal Document Classification Dietrich Trautmann ELM AILaw 26 10 0 08 Aug 2023
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification Inigo Jauregi Unanue Gholamreza Haffari Massimo Piccardi VLM 24 8 0 08 Jun 2023
MultiLegalPile: A 689GB Multilingual Legal Corpus Joel Niklaus Veton Matoshi Matthias Sturmer Ilias Chalkidis Daniel E. Ho AILaw ELM 23 40 0 03 Jun 2023
Label Agnostic Pre-training for Zero-shot Text Classification Christopher Clarke Yuzhao Heng Yiping Kang K. Flautner Lingjia Tang Jason Mars VLM 8 2 0 25 May 2023
Retrieval-augmented Multi-label Text Classification Ilias Chalkidis Yova Kementchedjhieva RALM VLM 28 2 0 22 May 2023
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development Ilias Chalkidis Nicolas Garneau Catalina Goanta Daniel Martin Katz Anders Søgaard AILaw ELM 27 56 0 12 May 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text Yova Kementchedjhieva Ilias Chalkidis 32 21 0 09 May 2023
MultiLegalSBD: A Multilingual Legal Sentence Boundary Detection Dataset Tobias Brugger Matthias Sturmer Joel Niklaus AILaw 36 9 0 02 May 2023
SheffieldVeraAI at SemEval-2023 Task 3: Mono and multilingual approaches for news genre, topic and persuasion technique classification Ben Wu Olesya Razuvayevskaya Freddy Heppell João A. Leite Carolina Scarton Kalina Bontcheva Xingyi Song 13 9 0 16 Mar 2023
ChatGPT may Pass the Bar Exam soon, but has a Long Way to Go for the LexGLUE benchmark Ilias Chalkidis ALM ELM AI4MH AILaw 13 43 0 09 Mar 2023
Natural Language Processing in the Legal Domain Daniel Martin Katz D. Hartung Lauritz Gerlach Abhik Jana M. Bommarito ELM AILaw 27 54 0 23 Feb 2023
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain Joel Niklaus Veton Matoshi Pooja Rani Andrea Galassi Matthias Sturmer Ilias Chalkidis ELM AILaw 19 55 0 30 Jan 2023
ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US Gil Semo Dor Bernsohn Ben Hagag Gila Hayat Joel Niklaus AILaw ELM 34 19 0 01 Nov 2022
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain Dennis Aumiller Ashish Chouhan Michael Gertz ELM AILaw 40 35 0 24 Oct 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models Stelios Maroudas Sotiris Legkas Prodromos Malakasiotis Ilias Chalkidis VLM AILaw ALM ELM 29 4 0 24 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
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
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction Wonseok Hwang Dongjun Lee Kyoungyeon Cho Han-Yuan Lee Minjoon Seo ELM AILaw 32 40 0 10 Jun 2022