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title: "Natural Legal Language Processing Workshop 2024 — accepted"
description: "Natural Legal Language Processing Workshop 2024 — accepted papers: 1 paper in the Elamur Research library (Miami, FL, USA), with our…"
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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](https://md.research.elamur.ai/free/en/countries/united-states/) · 🗓 November 2024

[**33** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/nllp/2024/#works) · [**16** citations of these works](https://md.research.elamur.ai/free/en/venues/nllp/2024/#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 ↗](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*

## 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 ↗](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*

[See all 33 papers in Natural Legal Language Processing Workshop 2024 — accepted papers →](https://md.research.elamur.ai/free/en/venues/nllp/2024/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 English](https://md.research.elamur.ai/free/en/papers/s-2024-lexsumm-lext5-benchmarking-modeling-legal/) [Natural Legal Language Processing Workshop](https://md.research.elamur.ai/free/en/venues/nllp/)**Santosh T.Y.S.S, Cornelius Weiss, Matthias Grabmair*2024 · 16 citations*

## Top topics

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

[Summarization (1)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Legal AI (1)](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Matthias Grabmair**1 work here · 16 citations](https://md.research.elamur.ai/free/en/authors/matthias-grabmair/) · [🧑‍🔬**Santosh T.Y.S.S**1 work here · 16 citations](https://md.research.elamur.ai/free/en/authors/santosh-t-y-s-s/)

## Top institutions

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

[🎓**Technical University of Munich** Munich · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/technical-university-of-munich/)

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

- [← previous Natural Legal Language Processing Workshop 2022](https://md.research.elamur.ai/free/en/venues/nllp/2022/)
- [↑ back to Natural Legal Language Processing Workshop](https://md.research.elamur.ai/free/en/venues/nllp/)