Legal Document Processing NLP Tools

Tools for extracting structured information from legal documents, parsing legal text, identifying legal concepts/citations, and organizing legal data. Does NOT include general contract analysis, legal research databases, or law-specific knowledge bases without document processing components.

There are 39 legal document processing tools tracked. 1 score above 50 (established tier). The highest-rated is discopy/discopy at 68/100 with 406 stars and 4,054 monthly downloads.

Get all 39 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=legal-document-processing&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	discopy/discopy The Python toolkit for computing with string diagrams.	68	Established	406	Python
2	jblake1965/eluciDoc Screens legal text and extracts sentences containing user input party...	49	Emerging	6	Python
3	LexPredict/lexpredict-lexnlp LexNLP by LexPredict	44	Emerging	768	Jupyter Notebook
4	Liquid-Legal-Institute/Legal-Text-Analytics A list of selected resources, methods, and tools dedicated to Legal Text Analytics.	44	Emerging	703	—
5	Neplex/ArchiTXT ArchiTXT is an open source Python library that transforms unstructured text...	41	Emerging	5	Python
6	openlegaldata/awesome-legal-data A collection of datasets and other resources for legal text processing.	41	Emerging	195	—
7	Legilibre/legi.py Outils de manipulation des archives LEGI (lois françaises)	41	Emerging	59	Python
8	LukaVuli/Entity_Neutering A methodology to pre-process text data for preventing lookahead bias in...	38	Emerging	5	Python
9	maastrichtlawtech/bsard 🔍 A statutory article retrieval dataset in French. (ACL 2022)	33	Emerging	40	Python
10	yinhao0214/ParseLawDocuments 对收集的法律文档进行一系列分析，包括根据规范自动切分、案件相似度计算、案件聚类、法律条文推荐等（试验目前基于婚姻类案件，可扩展至其它领域）。	33	Emerging	204	Python
11	nokia/codesearch Models and datasets for annotated code search.	32	Emerging	35	Jupyter Notebook
12	ondata/normattiva_2_md Trasforma i testi delle leggi italiane in formato leggibile e pronto per...	32	Emerging	9	Python
13	DerwenAI/arxiv-trends Analyze trends in articles published on arXiv	30	Emerging	19	Jupyter Notebook
14	medelman17/eyecite-ts TypeScript legal citation extraction library with zero dependencies....	30	Emerging	2	TypeScript
15	zeeuws-archief/ArchiveTextMiner Transform textual information to structured metadata in MDTO-format.	29	Experimental	5	Python
16	Starscream-11813/MathBot MathBot is a transformer-based Math Word Problem (MWP) solver made as the...	28	Experimental	13	Jupyter Notebook
17	MI2DataLab/HADES A powerful tool for comparing similarly structured documents	28	Experimental	11	Python
18	liamcripwell/disco_split Code and data for discourse-based sentence splitting experiments.	27	Experimental	3	Python
19	tvhahn/arxiv-code-search Do authors on arXiv make their code and data available? We're building text...	27	Experimental	6	Jupyter Notebook
20	george-gca/ai_papers_cleaner Extract text from papers PDFs and abstracts, and remove uninformative words.	26	Experimental	5	Python
21	mastaal/uitspraken a simple Python program to easily load in Dutch court decision XML-files as...	24	Experimental	3	Python
22	mastaal/nllegalcit A Python library to find citations to Dutch legal documents in natural...	24	Experimental	3	Python
23	organvm-i-theoria/linguistic-atomization-framework LingFrame — computational rhetoric platform: hierarchical text atomization,...	23	Experimental	1	HTML
24	openeventdata/PLOVER Next generation event data ontology	22	Experimental	75	TeX
25	thejeswi/BobGoesToJail A semantic law interpreter for the English translations for the German...	22	Experimental	7	HTML
26	bflashcp3f/textlabs-xwlp-code EACL 2021 "Process-Level Representation of Scientific Protocols with...	22	Experimental	7	Python
27	MUSC-TBIC/etude-engine ETUDE (Evaluation Tool for Unstructured Data and Extractions) is a...	20	Experimental	12	Jupyter Notebook
28	chigwell/legalysis legalysis extracts parties, issues, outcomes, and lessons from case texts...	20	Experimental	1	Python
29	DaBr01/AGB-DE A corpus and models for the automated legal assessment of clauses in German...	18	Experimental	7	Python
30	fanta-mnix/nlp-contract-analysis NLP-based Contract Analysis	14	Experimental	12	—
31	phHartl/eu-judgement-analyse Quantitative analysis of judgments of the European Court of Justice	13	Experimental	7	JavaScript
32	justmars/citation-utils Docket citation regexes from Philippine Supreme Court decisions	12	Experimental	1	Python
33	TLP-COI/tlp-coi-docs Governance, contribution guidance, and project-planning documentation for the TLP-CoI	11	Experimental	2	—
34	ssciwr/argumentation-management Annotator combining different NLP pipelines.	11	Experimental	—	Python
35	justmars/citation-report Parse legal citations having the publisher format - i.e. SCRA, PHIL, OFFG -...	11	Experimental	—	Python
36	justmars/citation-date This is a dependency: a regex date formula and decoder for dates referenced...	11	Experimental	—	Python
37	berkearda/croissantminer Automated metadata extraction from ML dataset papers using LLMs and the...	11	Experimental	—	—
38	innerNULL/monoml Mono Implementations' Archive	11	Experimental	—	Python
39	askmuhsin/legal_maxims legal maxims dataset	10	Experimental	1	—