Top 12 entity-linking open source projects

💫 Industrial-strength Natural Language Processing (NLP) in Python

ADEL is a robust and efficient entity linking framework that is adaptive to text genres and language, entity types for the classification task and referent knowledge base for the linking task.

No description or website provided.

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).

Examples of spark-lucenerdd

Entity linker for the newspaper collection of the National Library of the Netherlands. Links named entity mentions to DBpedia descriptions using either a binary SVM classifier or a neural net.

Corpus of Online Medical EnTities: the cometA corpus

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

[EMNLP 2021] MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations

Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)

Rich Context leaderboard competition, including the corpus and current SOTA for required tasks.