Automatic Term Extraction NLP Tools

Tools for automatically identifying and extracting domain-specific terms, technical terminology, and named entities from unstructured text documents. Does NOT include general named entity recognition (NER), keyword extraction for intent analysis, or fact extraction.

There are 39 automatic term extraction tools tracked. 4 score above 50 (established tier). The highest-rated is ziqizhang/jate at 66/100 with 84 stars and 473 monthly downloads.

Get all 39 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=automatic-term-extraction&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	ziqizhang/jate JATE - Just Automatic Term Extraction (in Python)	66	Established	84	Python
2	mcs07/ChemDataExtractor Automatically extract chemical information from scientific documents	58	Established	349	Python
3	mmmaurer/elfen A python package to efficiently extract linguistic features for text/NLP datasets	52	Established	28	Python
4	brucewlee/lftk [BEA @ ACL 2023] General-purpose tool for linguistic features extraction;...	52	Established	149	Python
5	strangetom/ingredient-parser A tool to parse recipe ingredients into structured data	48	Emerging	139	Python
6	pryndor/Lixplore_cli A powerful Unix-inspired command-line tool for searching scientific...	45	Emerging	24	Python
7	explosion/projects 🪐 End-to-end NLP workflows from prototype to production	44	Emerging	1,423	Python
8	swabhs/open-sesame A frame-semantic parsing system based on a softmax-margin SegRNN.	42	Emerging	240	Python
9	FACTSlab/glazing Unified data models and interfaces for syntactic and semantic frame ontologies.	37	Emerging	6	Python
10	kevinlu1248/pyate PYthon Automated Term Extraction	36	Emerging	318	HTML
11	zjunlp/OntoProtein [ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding	35	Emerging	151	Python
12	gorgitko/molminer Python library and command-line tool for extracting compounds from...	35	Emerging	47	Python
13	bafgreat/fairmofsyncondition A robust Python module for predicting the synthesis conditions of MOFs. It...	34	Emerging	2	Jupyter Notebook
14	brucewlee/lingfeat [EMNLP 2021] LingFeat - A Comprehensive Linguistic Features Extraction...	33	Emerging	132	Python
15	robinvanschaik/flair-on-gcp This repository adds examples on how to train Flair on Google Cloud Platform...	29	Experimental	10	—
16	aoldoni/tetre TETRE: a Toolkit for Exploring Text for Relation Extraction	29	Experimental	75	Python
17	ljvmiranda921/spacy-span-analyzer Simple tool to analyze spans in your dataset. Implementation of Papay et...	28	Experimental	6	Python
18	buaaliuming/Awesome-Resources-for-Scholarly-Big-Data Tools, datasets, Corpus and Venue Challenge for scholarly big data——Pick up...	27	Experimental	54	—
19	CederGroupHub/text2chem RegEx-based text parser that converts chemical terms and material entities...	27	Experimental	4	Python
20	peter-grajcar/clause-extraction Utility for clause extraction from complex sentences	24	Experimental	4	Python
21	prit2596/NLP-Template-Extraction Template Extraction from unstructured Wikipedia text using NLP techniques.	23	Experimental	41	Jupyter Notebook
22	dnaaun/openFraming Tools for automatic frame discovery and labeling based on topic modeling and...	23	Experimental	9	CSS
23	hexuandeng/NewTerm Implementation for our paper “NewTerm: Benchmarking Real-Time New Terms for...	22	Experimental	4	Python
24	Fendidrip/design-resources-project 📂 Discover open-access databases for design researchers to find journals and...	22	Experimental	—	HTML
25	k-kaundal/sah-kse Semantic Adaptive Hash & Knowledge Seed Engine — compress knowledge into...	22	Experimental	3	Python
26	michaelmml/NLP-Information-Extraction Automated PDF and text processing with Spacy and NLTK; information...	20	Experimental	16	Jupyter Notebook
27	ParvaShah/Template_Extraction_NLP This project is about Template Extraction from a document using NLP Techniques	20	Experimental	7	Jupyter Notebook
28	theseekersutd/Research-Paper-Template-Extractor Given repository extracts the templates from research papers using natural...	18	Experimental	4	Jupyter Notebook
29	RaziehZare/Speech-Processing-Ontology A formal OWL ontology representing 79 core concepts in speech processing....	16	Experimental	1	—
30	Abhinand20/AUTO-ONTO Tool to automatically extract keyphrases from text spanning across vast...	16	Experimental	3	Jupyter Notebook
31	seanox/seanox-ai-nlp Modular NLP tools for domain-specific semantic matching and structured data	15	Experimental	—	Python
32	hay/wiki-text-nlp Extract 'Did you know?' facts from Wikipedia articles	14	Experimental	9	Jupyter Notebook
33	honghanhh/terminology-extraction Terminology extraction on ACTER using Transformer-based language models	13	Experimental	8	Jupyter Notebook
34	ispasic/FlexiTerm-Python Repository for FlexiTerm: a software tool to automatically recognise...	12	Experimental	4	HTML
35	harshit158/paper-dots Automatic insights extraction and annotation tool from research papers	11	Experimental	2	Jupyter Notebook
36	alipascal/extract-rdf-from-text Projet universitaire d'extraction d'entités triplets (sujet-prédicat-objet)...	11	Experimental	—	HTML
37	jeredhiggins/KeyIntentNER-T KeyIntentNER-T is a Keyword Intent, Named Entity Recognition (NER), & Google...	11	Experimental	—	Python
38	scarandriy/NeuroMine LLM-powered pipeline for mining and structuring neuroprotective compound...	11	Experimental	—	TypeScript
39	nicolaCirillo/termdomain A domain-aware automatic term extraction tool.	10	Experimental	1	Jupyter Notebook

Comparisons in this category

jate and pyate (66 vs 36) lftk and lingfeat (52 vs 33)