nlp:legal_domain_nlp

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Table of Contents

Legal and Patent Domain NLP

Legal and Patent Domain NLP

Overviews

Zhong et al 2020 - How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence
Nice overview of resources here: Samy et al 2020 - Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing
Vogel et al 2017 - Computer Assisted Legal Linguistics: Corpus Analysis as a New Tool for Legal Studies

Papers

Chalkidis et al 2020 - LEGAL-BERT: The Muppets straight out of Law School
Sanchez 2019 - Sentence Boundary Detection in Legal Text
Legal Judgement and/or Charge Prediction
- Hu et al 2018 - Few-Shot Charge Prediction with Discriminative Legal Attributes
- Chalkidis et al 2019 - Neural Legal Judgment Prediction in English
Legal Document Classification
- Nallapati & Manning 2008 - Legal Docket Classification: Where Machine Learning Stumbles
- Limsopatham 2021 - Effectively Leveraging BERT for Legal Document Classification
Question Answering
- Khazaeli et al 2021 - A Free Format Legal Question Answering System
Summarization
- Farzindar & Lapalme 2004|Legal Text Summarization by Exploration of the Thematic Structure and Argumentative Roles
Information Extraction on Legal Documents
- Shen et al 2020 - Hierarchical Chinese Legal Event Extraction via Pedal Attention Mechanism
Ethics
- Tsarapatsanis & Aletras 2021 - On the Ethical Limits of Natural Language Processing on Legal Text

Datasets

e American Law Corpus (ALC): 5.5M words
The British Law Report Corpus (BLaRC): 8.5M words
Corpus of European Law: 1M words, En and De
Samy et al 2020 - Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing

Resources

Gov2Vec
LEGAL-BERT paper
Legal-ES paper

Workshops and Conferences

Natural Legal Language Processing Workshop (NLLP): 2019 2020, Proceedings: 2019 2021

nlp/legal_domain_nlp.1654064262.txt.gz · Last modified: 2023/06/15 07:36 (external edit)