---
title: "Natural Legal Language Processing Workshop 2024 — all"
description: "All 33 papers of Natural Legal Language Processing Workshop 2024, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/nllp/2024/papers/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/nllp/2024/papers/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Natural Legal Language Processing…](https://md.research.elamur.ai/free/en/venues/nllp/) / [2024](https://md.research.elamur.ai/free/en/venues/nllp/2024/) / papers

# Natural Legal Language Processing Workshop 2024: all accepted papers

33 papers · the most cited first · [← Natural Legal Language Processing Workshop 2024](https://md.research.elamur.ai/free/en/venues/nllp/2024/)

1. **[Classify First, and Then Extract: Prompt Chaining Technique for Information Extraction ↗](https://aclanthology.org/2024.nllp-1.25/)**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 ↗](https://aclanthology.org/2024.nllp-1.6/)**Shubham Kumar Nigam, Aniket Deroy, Subhankar Maity et al.*11 citations*
3. **[Enhancing Contract Negotiations with LLM-Based Legal Document Comparison ↗](https://aclanthology.org/2024.nllp-1.11/)**Savinay Narendra, Kaushal Shetty, Adwait Ratnaparkhi*10 citations*
4. **[BLT: Can Large Language Models Handle Basic Legal Text? ↗](https://aclanthology.org/2024.nllp-1.18/)**Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme*8 citations*
5. **[LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English](https://md.research.elamur.ai/free/en/papers/s-2024-lexsumm-lext5-benchmarking-modeling-legal/)**Santosh T.Y.S.S, Cornelius Weiss, Matthias Grabmair*8 citations · our summary*
6. **[Measuring the Groundedness of Legal Question-Answering Systems ↗](https://aclanthology.org/2024.nllp-1.14/)**Dietrich Trautmann, Natalia Ostapuk, Quentin Grail et al.*8 citations*
7. **[Summarizing Long Regulatory Documents with a Multi-Step Pipeline ↗](https://aclanthology.org/2024.nllp-1.2/)**Mika Sie, Ruby Beek, Michiel Bots et al.*7 citations*
8. **[LeGen: Complex Information Extraction from Legal sentences using Generative Models ↗](https://aclanthology.org/2024.nllp-1.1/)**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? ↗](https://aclanthology.org/2024.nllp-1.36/)**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 ↗](https://aclanthology.org/2024.nllp-1.34/)**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 ↗](https://aclanthology.org/2024.nllp-1.24/)**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 ↗](https://aclanthology.org/2024.nllp-1.22/)**Odysseas S. Chlapanis, Dimitrios Galanis, Ion Androutsopoulos*4 citations*
13. **[Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation ↗](https://aclanthology.org/2024.nllp-1.5/)**David Beauchemin, Richard Khoury, Zachary Gagnon*4 citations*
14. **[Attributed Question Answering for Preconditions in the Dutch Law ↗](https://aclanthology.org/2024.nllp-1.12/)**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 ↗](https://aclanthology.org/2024.nllp-1.7/)**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 ↗](https://aclanthology.org/2024.nllp-1.21/)**Shikha Bordia*2 citations*
17. **[Comparative Study of Explainability Methods for Legal Outcome Prediction ↗](https://aclanthology.org/2024.nllp-1.20/)**Ieva Staliunaite, Josef Valvoda, Ken Satoh*2 citations*
18. **[Enhancing Legal Expertise in Large Language Models through Composite Model Integration: The Development and Evaluation of Law-Neo ↗](https://aclanthology.org/2024.nllp-1.3/)**Zhihao Liu, Yanzhen Zhu, Mengyuan Lu*2 citations*
19. **[Information Extraction for Planning Court Cases ↗](https://aclanthology.org/2024.nllp-1.8/)**Drish Mali, Rubash Mali, Claire Barale*2 citations*
20. **[LLMs to the Rescue: Explaining DSA Statements of Reason with Platform's Terms of Services ↗](https://aclanthology.org/2024.nllp-1.17/)**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 ↗](https://aclanthology.org/2024.nllp-1.26/)**Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Kanwal Mehreen et al.*1 citation*
22. **[Automated Anonymization of Parole Hearing Transcripts ↗](https://aclanthology.org/2024.nllp-1.9/)**Abed Itani, Wassiliki Siskou, Annette Hautli-Janisz*1 citation*
23. **[Cross Examine: An Ensemble-based approach to leverage Large Language Models for Legal Text Analytics ↗](https://aclanthology.org/2024.nllp-1.16/)**Saurav Chowdhury, Suyog Joshi, Lipika Dey*1 citation*
24. **[Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights ↗](https://aclanthology.org/2024.nllp-1.27/)**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 ↗](https://aclanthology.org/2024.nllp-1.28/)**Nguyen Tan Minh, Duy Ngoc Mai, Le Xuan Bach et al.*1 citation*
26. **[LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text ↗](https://aclanthology.org/2024.nllp-1.33/)**Ben Hagag, Gil Gil Semo, Dor Bernsohn et al.*1 citation*
27. **[uOttawa at LegalLens-2024: Transformer-based Classification Experiments ↗](https://aclanthology.org/2024.nllp-1.4/)**Nima Meghdadi, Diana Inkpen*1 citation*
28. **[Algorithm for Automatic Legislative Text Consolidation ↗](https://aclanthology.org/2024.nllp-1.13/)**Matias Etcheverry, Thibaud Real, Pauline Chavallard
29. **[LegalLens 2024 Shared Task: Masala-chai Submission ↗](https://aclanthology.org/2024.nllp-1.30/)**Khalid Rajan, Royal Sequiera
30. **[Multi-Property Multi-Label Documents Metadata Recommendation based on Encoder Embeddings ↗](https://aclanthology.org/2024.nllp-1.19/)**Nasredine Cheniki, Vidas Daudaravicius, Abdelfettah Feliachi et al.
31. **[Semantists at LegalLens-2024: Data-efficient Training of LLM's for Legal Violation Identification ↗](https://aclanthology.org/2024.nllp-1.31/)**Kanagasabai Rajaraman, Hariram Veeramani
32. **[Towards an Automated Pointwise Evaluation Metric for Generated Long-Form Legal Summaries ↗](https://aclanthology.org/2024.nllp-1.10/)**Shao Min Tan, Quentin Grail, Lee Quartey
33. **[Transductive Legal Judgment Prediction Combining BERT Embeddings with Delaunay-Based GNNs ↗](https://aclanthology.org/2024.nllp-1.15/)**Hugo Attali, Nadi Tomeh
- [← back to](https://md.research.elamur.ai/free/en/venues/nllp/2024/) — Natural Legal Language Processing Workshop 2024