Entity Linking Disambiguation NLP Tools

Tools for linking named entity mentions in text to their corresponding entries in knowledge bases (DBpedia, Wikidata, etc.) and disambiguating between multiple possible referents. Does NOT include initial entity recognition/extraction, general knowledge base construction, or fact-checking without entity linking.

There are 22 entity linking disambiguation tools tracked. The highest-rated is MartinoMensio/spacy-dbpedia-spotlight at 45/100 with 112 stars and 311 monthly downloads.

Get all 22 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=entity-linking-disambiguation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	MartinoMensio/spacy-dbpedia-spotlight A spaCy wrapper for DBpedia Spotlight	45	Emerging	112	Python
2	Lucaterre/spacyfishing A spaCy wrapper of Entity-Fishing (component) for named entity...	43	Emerging	169	Python
3	amazon-science/ReFinED ReFinED is an efficient and accurate entity linking (EL) system.	41	Emerging	235	Python
4	SDM-TIB/falcon2.0 Falcon 2.0 is a joint entity and relation linking tool over Wikidata.	37	Emerging	117	Python
5	dbpedia-spotlight/dbpedia-spotlight DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia...	36	Emerging	760	Scala
6	lyutyuh/ASP PyTorch implementation and pre-trained models for ASP - Autoregressive...	32	Emerging	107	Python
7	nicola-decao/efficient-autoregressive-EL Pytorch implementation of Highly Parallel Autoregressive Entity Linking with...	32	Emerging	66	Python
8	SapienzaNLP/extend Entity Disambiguation as text extraction (ACL 2022)	31	Emerging	182	Python
9	luozhouyang/TPLinker TPLinker: Single-stage Joint Extraction of Entities and Relations Through...	30	Emerging	18	Python
10	patrick-miller/textbook-concept-map Build a concept map from textbooks using DBpedia Spotlight	28	Experimental	11	Jupyter Notebook
11	yanshengjia/link Undergraduate graduation project (Entity Linking System in Web Tables with...	26	Experimental	8	HTML
12	mrpeerat/mReFinED mReFinED: An Efficient End-to-End Multilingual Entity Linking System	25	Experimental	5	Python
13	izuna385/Entity-Linking-Recent-Trends Recent trends of Entity Linking, Disambiguation, and Representation.	23	Experimental	346	—
14	jplu/ADEL ADEL is a robust and efficient entity linking framework that is adaptive to...	23	Experimental	19	Java
15	scossin/iamsystem_python Fast dictionary-based approach for semantic annotation / entity linking	22	Experimental	7	Python
16	U-Alberta/wned A sytem for Named Entity Disambiguation based on Random Walks and Learning to Rank.	22	Experimental	19	Java
17	kaisugi/entity-related-papers Named Entity Recognition, Entity Linking, and more	22	Experimental	117	—
18	kmdn/combining-linking-techniques Combining Linking Techniques (CLiT) is an entity linking combination and...	21	Experimental	8	Python
19	bennokr/minimEL Minimalist Entity Linking	17	Experimental	2	Jupyter Notebook
20	izuna385/Entity-Linking-Tutorial Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5...	16	Experimental	34	Python
21	malvag/ClaimLinker ClaimLinker is a Web service and API that links arbitrary text to...	16	Experimental	4	Java
22	Danzigerrr/ProbNEL Entity Linking Web App allowing for flexible NER and NED strategies adjustments	12	Experimental	1	Jupyter Notebook

Comparisons in this category

ReFinED and mReFinED (41 vs 25)