david-wb/entity-linking
A bi-encoder model for named entity linking
This project helps developers build systems that can identify and link mentions of entities in text (like names of people, places, or organizations) to a definitive knowledge base. It takes text containing these mentions and outputs the most likely correct entities from a predefined set. This is useful for engineers and data scientists working on natural language processing applications where disambiguating text is critical.
No commits in the last 6 months.
Use this if you are a developer building an entity linking system and need a robust, pre-trained bi-encoder model to map text mentions to known entities, especially for unseen entities.
Not ideal if you are an end-user looking for a ready-to-use application; this is a toolkit for developers to build with.
Stars
8
Forks
—
Language
Python
License
—
Category
Last pushed
May 20, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/david-wb/entity-linking"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
amazon-science/ReFinED
ReFinED is an efficient and accurate entity linking (EL) system.
MartinoMensio/spacy-dbpedia-spotlight
A spaCy wrapper for DBpedia Spotlight
SDM-TIB/falcon2.0
Falcon 2.0 is a joint entity and relation linking tool over Wikidata.
Lucaterre/spacyfishing
A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata
dbpedia-spotlight/dbpedia-spotlight
DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.