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Natural Legal Language Processing Workshop 2024 — accepted papers

Natural Legal Language Processing Workshop 2024 is the 2024 edition of the Natural Legal Language Processing Workshop, held in Miami, FL, USA, November 2024 (publisher: Association for Computational Linguistics). The ACL Anthology lists 33 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Miami, FL, United States · 🗓 November 2024

 33papers in the proceedings 1work in our library 16citations of these works

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. Classify First, and Then Extract: Prompt Chaining Technique for Information Extraction ↗Alice Kwak, Clayton Morrison, Derek Bambauer et al.11 citations
  2. Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models ↗Shubham Kumar Nigam, Aniket Deroy, Subhankar Maity et al.11 citations
  3. Enhancing Contract Negotiations with LLM-Based Legal Document Comparison ↗Savinay Narendra, Kaushal Shetty, Adwait Ratnaparkhi10 citations
  4. BLT: Can Large Language Models Handle Basic Legal Text? ↗Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme8 citations
  5. LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in EnglishSantosh T.Y.S.S, Cornelius Weiss, Matthias Grabmair8 citations · our summary
  6. Measuring the Groundedness of Legal Question-Answering Systems ↗Dietrich Trautmann, Natalia Ostapuk, Quentin Grail et al.8 citations
  7. Summarizing Long Regulatory Documents with a Multi-Step Pipeline ↗Mika Sie, Ruby Beek, Michiel Bots et al.7 citations
  8. LeGen: Complex Information Extraction from Legal sentences using Generative Models ↗Chaitra C R, Sankalp Kulkarni, Sai Rama Akash Varma Sagi et al.6 citations
  9. Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? ↗Santosh T.Y.S.S, Kevin Ashley, Katie Atkinson et al.6 citations
  10. DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER ↗Hanh Thi Hong Tran, Nishan Chatterjee, Senja Pollak et al.5 citations

All accepted papers (33)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. Classify First, and Then Extract: Prompt Chaining Technique for Information Extraction ↗Alice Kwak, Clayton Morrison, Derek Bambauer et al.11 citations
  2. Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models ↗Shubham Kumar Nigam, Aniket Deroy, Subhankar Maity et al.11 citations
  3. Enhancing Contract Negotiations with LLM-Based Legal Document Comparison ↗Savinay Narendra, Kaushal Shetty, Adwait Ratnaparkhi10 citations
  4. BLT: Can Large Language Models Handle Basic Legal Text? ↗Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme8 citations
  5. LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in EnglishSantosh T.Y.S.S, Cornelius Weiss, Matthias Grabmair8 citations · our summary
  6. Measuring the Groundedness of Legal Question-Answering Systems ↗Dietrich Trautmann, Natalia Ostapuk, Quentin Grail et al.8 citations
  7. Summarizing Long Regulatory Documents with a Multi-Step Pipeline ↗Mika Sie, Ruby Beek, Michiel Bots et al.7 citations
  8. LeGen: Complex Information Extraction from Legal sentences using Generative Models ↗Chaitra C R, Sankalp Kulkarni, Sai Rama Akash Varma Sagi et al.6 citations
  9. Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? ↗Santosh T.Y.S.S, Kevin Ashley, Katie Atkinson et al.6 citations
  10. DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER ↗Hanh Thi Hong Tran, Nishan Chatterjee, Senja Pollak et al.5 citations
  11. Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations ↗Abe Hou, William Jurayj, Nils Holzenberger et al.4 citations
  12. LAR-ECHR: A New Legal Argument Reasoning Task and Dataset for Cases of the European Court of Human Rights ↗Odysseas S. Chlapanis, Dimitrios Galanis, Ion Androutsopoulos4 citations
  13. Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation ↗David Beauchemin, Richard Khoury, Zachary Gagnon4 citations
  14. Attributed Question Answering for Preconditions in the Dutch Law ↗Felicia Redelaar, Romy Van Drie, Suzan Verberne et al.3 citations
  15. The CLC-UKET Dataset: Benchmarking Case Outcome Prediction for the UK Employment Tribunal ↗Huiyuan Xie, Felix Steffek, Joana De Faria et al.3 citations
  16. Bonafide at LegalLens 2024 Shared Task: Using Lightweight DeBERTa Based Encoder For Legal Violation Detection and Resolution ↗Shikha Bordia2 citations
  17. Comparative Study of Explainability Methods for Legal Outcome Prediction ↗Ieva Staliunaite, Josef Valvoda, Ken Satoh2 citations
  18. Enhancing Legal Expertise in Large Language Models through Composite Model Integration: The Development and Evaluation of Law-Neo ↗Zhihao Liu, Yanzhen Zhu, Mengyuan Lu2 citations
  19. Information Extraction for Planning Court Cases ↗Drish Mali, Rubash Mali, Claire Barale2 citations
  20. LLMs to the Rescue: Explaining DSA Statements of Reason with Platform's Terms of Services ↗Marco Aspromonte, Andrea Ferraris, Federico Galli et al.2 citations
  21. Augmenting Legal Decision Support Systems with LLM-based NLI for Analyzing Social Media Evidence ↗Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Kanwal Mehreen et al.1 citation
  22. Automated Anonymization of Parole Hearing Transcripts ↗Abed Itani, Wassiliki Siskou, Annette Hautli-Janisz1 citation
  23. Cross Examine: An Ensemble-based approach to leverage Large Language Models for Legal Text Analytics ↗Saurav Chowdhury, Suyog Joshi, Lipika Dey1 citation
  24. Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights ↗Maksym Taranukhin, Sahithya Ravi, Gabor Lukacs et al.1 citation
  25. Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition ↗Nguyen Tan Minh, Duy Ngoc Mai, Le Xuan Bach et al.1 citation

See all 33 papers in Natural Legal Language Processing Workshop 2024 — accepted papers →

 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

  1. LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in EnglishNatural Legal Language Processing WorkshopSantosh T.Y.S.S, Cornelius Weiss, Matthias Grabmair2024 · 16 citations

 Top topics

Topics of its works in our library, with the number of works on each.

Summarization (1)Legal AI (1)English (1)

 Fields

Arts and Humanities (1)Computer Science (1)Social Sciences (1)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Matthias Grabmair1 work here · 16 citations🧑‍🔬Santosh T.Y.S.S1 work here · 16 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Technical University of MunichMunich · Germany1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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