📰 Natural Legal Language Processing Workshop 2022 — accepted papers

Natural Legal Language Processing Workshop 2022 is the 2022 edition of the Natural Legal Language Processing Workshop, held in Abu Dhabi, United Arab Emirates (Hybrid), December 2022 (publisher: Association for Computational Linguistics). The ACL Anthology lists 30 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.

📍 Abu Dhabi, United Arab Emirates (Hybrid) · 🗓 December 2022

Most cited papers

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

1. Semantic Segmentation of Legal Documents via Rhetorical Roles ↗Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha et al.48 citations
2. Named Entity Recognition in Indian court judgments ↗Prathamesh Kalamkar, Astha Agarwal, Aman Tiwari et al.46 citations
3. E-NER –- An Annotated Named Entity Recognition Corpus of Legal Text ↗Ting Wai Terence Au, Vasileios Lampos, Ingemar Cox40 citations
4. Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer ↗Dimitris Mamakas, Petros Tsotsi, Ion Androutsopoulos et al.33 citations
5. AraLegal-BERT: A pretrained language model for Arabic Legal textMuhammad Al-qurishi, Sarah Alqaseemi, Riad Souissi28 citations · our summary
6. ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US ↗Gil Semo, Dor Bernsohn, Ben Hagag et al.17 citations
7. Text Simplification for Legal Domain: Insights and Challenges ↗Aparna Garimella, Abhilasha Sancheti, Vinay Aggarwal et al.16 citations
8. A Legal Approach to Hate Speech – Operationalizing the EU's Legal Framework against the Expression of Hatred as an NLP Task ↗Frederike Zufall, Marius Hamacher, Katharina Kloppenborg et al.12 citations
9. Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions ↗Yang Zhong, Diane Litman9 citations
10. Privacy-Preserving Models for Legal Natural Language Processing ↗Ying Yin, Ivan Habernal9 citations

All accepted papers (30)

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

1. Semantic Segmentation of Legal Documents via Rhetorical Roles ↗Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha et al.48 citations
2. Named Entity Recognition in Indian court judgments ↗Prathamesh Kalamkar, Astha Agarwal, Aman Tiwari et al.46 citations
3. E-NER –- An Annotated Named Entity Recognition Corpus of Legal Text ↗Ting Wai Terence Au, Vasileios Lampos, Ingemar Cox40 citations
4. Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer ↗Dimitris Mamakas, Petros Tsotsi, Ion Androutsopoulos et al.33 citations
5. AraLegal-BERT: A pretrained language model for Arabic Legal textMuhammad Al-qurishi, Sarah Alqaseemi, Riad Souissi28 citations · our summary
6. ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US ↗Gil Semo, Dor Bernsohn, Ben Hagag et al.17 citations
7. Text Simplification for Legal Domain: Insights and Challenges ↗Aparna Garimella, Abhilasha Sancheti, Vinay Aggarwal et al.16 citations
8. A Legal Approach to Hate Speech – Operationalizing the EU's Legal Framework against the Expression of Hatred as an NLP Task ↗Frederike Zufall, Marius Hamacher, Katharina Kloppenborg et al.12 citations
9. Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions ↗Yang Zhong, Diane Litman9 citations
10. Privacy-Preserving Models for Legal Natural Language Processing ↗Ying Yin, Ivan Habernal9 citations
11. Abstractive Summarization of Dutch Court Verdicts Using Sequence-to-sequence Models ↗Marijn Schraagen, Floris Bex, Nick Van De Luijtgaarden et al.7 citations
12. Automatic Classification of Legal Violations in Cookie Banner Texts ↗Marieke Van Hofslot, Almila Akdag Salah, Albert Gatt et al.7 citations
13. Parameter-Efficient Legal Domain Adaptation ↗Jonathan Li, Rohan Bhambhoria, Xiaodan Zhu7 citations
14. An Efficient Active Learning Pipeline for Legal Text Classification ↗Sepideh Mamooler, Rémi Lebret, Stephane Massonnet et al.6 citations
15. Combining WordNet and Word Embeddings in Data Augmentation for Legal Texts ↗Sezen Perçin, Andrea Galassi, Francesca Lagioia et al.6 citations
16. Efficient Deep Learning-based Sentence Boundary Detection in Legal Text ↗Reshma Sheik, Gokul T, S Nirmala6 citations
17. Legal and Political Stance Detection of SCOTUS Language ↗Noah Bergam, Emily Allaway, Kathleen Mckeown6 citations
18. Legal Named Entity Recognition with Multi-Task Domain Adaptation ↗Răzvan-Alexandru Smădu, Ion-Robert Dinică, Andrei-Marius Avram et al.4 citations
19. The Legal Argument Reasoning Task in Civil Procedure ↗Leonard Bongard, Lena Held, Ivan Habernal4 citations
20. Towards Cross-Domain Transferability of Text Generation Models for Legal Text ↗Vinayshekhar Bannihatti Kumar, Kasturi Bhattacharjee, Rashmi Gangadharaiah4 citations
21. Data-efficient end-to-end Information Extraction for Statistical Legal Analysis ↗Wonseok Hwang, Saehee Eom, Hanuhl Lee et al.3 citations
22. Detecting Relevant Differences Between Similar Legal Texts ↗Xiang Li, Jiaxun Gao, Diana Inkpen et al.2 citations
23. 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 et al.2 citations
24. On What it Means to Pay Your Fair Share: Towards Automatically Mapping Different Conceptions of Tax Justice in Legal Research Literature ↗Reto Gubelmann, Peter Hongler, Elina Margadant et al.2 citations
25. Graph-based Keyword Planning for Legal Clause Generation from Topics ↗Sagar Joshi, Sumanth Balaji, Aparna Garimella et al.1 citation

See all 30 papers in Natural Legal Language Processing Workshop 2022 — accepted papers →

📄 Papers with our summary in our library (1)

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

1. AraLegal-BERT: A pretrained language model for Arabic Legal textNatural Legal Language Processing WorkshopMuhammad Al-qurishi, Sarah Alqaseemi, Riad Souissi2022 · 37 citations

🧭 Top topics

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

⚖️Legal AI (1)Semitic languages (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.

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

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