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 26 entity linking disambiguation tools tracked. The highest-rated is amazon-science/ReFinED at 48/100 with 235 stars.

Get all 26 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	amazon-science/ReFinED ReFinED is an efficient and accurate entity linking (EL) system.	48	Emerging	235	Python
2	MartinoMensio/spacy-dbpedia-spotlight A spaCy wrapper for DBpedia Spotlight	46	Emerging	112	Python
3	SDM-TIB/falcon2.0 Falcon 2.0 is a joint entity and relation linking tool over Wikidata.	44	Emerging	117	Python
4	Lucaterre/spacyfishing A spaCy wrapper of Entity-Fishing (component) for named entity...	44	Emerging	169	Python
5	dbpedia-spotlight/dbpedia-spotlight DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia...	43	Emerging	760	Scala
6	lyutyuh/ASP PyTorch implementation and pre-trained models for ASP - Autoregressive...	39	Emerging	107	Python
7	nicola-decao/efficient-autoregressive-EL Pytorch implementation of Highly Parallel Autoregressive Entity Linking with...	39	Emerging	66	Python
8	SapienzaNLP/extend Entity Disambiguation as text extraction (ACL 2022)	38	Emerging	182	Python
9	luozhouyang/TPLinker TPLinker: Single-stage Joint Extraction of Entities and Relations Through...	37	Emerging	18	Python
10	patrick-miller/textbook-concept-map Build a concept map from textbooks using DBpedia Spotlight	35	Emerging	11	Jupyter Notebook
11	yanshengjia/link Undergraduate graduation project (Entity Linking System in Web Tables with...	33	Emerging	8	HTML
12	mrpeerat/mReFinED mReFinED: An Efficient End-to-End Multilingual Entity Linking System	32	Emerging	5	Python
13	jplu/ADEL ADEL is a robust and efficient entity linking framework that is adaptive to...	30	Emerging	19	Java
14	izuna385/Entity-Linking-Recent-Trends Recent trends of Entity Linking, Disambiguation, and Representation.	30	Emerging	346	—
15	kaisugi/entity-related-papers Named Entity Recognition, Entity Linking, and more	29	Experimental	117	—
16	scossin/iamsystem_python Fast dictionary-based approach for semantic annotation / entity linking	29	Experimental	7	Python
17	U-Alberta/wned A sytem for Named Entity Disambiguation based on Random Walks and Learning to Rank.	29	Experimental	19	Java
18	kmdn/combining-linking-techniques Combining Linking Techniques (CLiT) is an entity linking combination and...	28	Experimental	8	Python
19	bennokr/minimEL Minimalist Entity Linking	24	Experimental	2	Jupyter Notebook
20	malvag/ClaimLinker ClaimLinker is a Web service and API that links arbitrary text to...	23	Experimental	4	Java
21	izuna385/Entity-Linking-Tutorial Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5...	23	Experimental	34	Python
22	Danzigerrr/ProbNEL Entity Linking Web App allowing for flexible NER and NED strategies adjustments	19	Experimental	1	Jupyter Notebook
23	generall/ExtWikilinks Extended Wikilinks dataset description	14	Experimental	15	Jupyter Notebook
24	david-wb/entity-linking A bi-encoder model for named entity linking	12	Experimental	8	Python
25	lasigeBioTM/NILINKER Attention-based approach to NIL Entity Linking	11	Experimental	3	Python
26	LearnToCode180/DBpedia-Spotlight-Tutorial Entity linking using the DBpedia tool named Spotlight and how to extract...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

ReFinED and mReFinED (48 vs 32)