Entity Linking Python Packages | PyRank

spacy

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

21.3M 34K 5K

dacy

DaCy: The State of the Art Danish NLP pipeline using SpaCy

2K 104 23

bent

Biomedical Term Annotator

1K 9 1

relik

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

516 517 40

spacyfishing

A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata

474 172 8

clingrounder

Offset-safe clinical text grounding to terminology-linked knowledge graphs.

461 2 0

multiel

Multilingual Entity Linking model by BELA model

361 12 3

iamsystem

Fast dictionary-based approach for semantic annotation / entity linking

289 7 1

pynif

A small Python library for NLP Interchange Format (NIF) for NER(D) systems

285 20 5

strwythura

Strwythura: construct an entity-resolved knowledge graph from structured data sources and unstructured content sources, implementing an ontology pipeline, plus context engineering for optimizing AI application outcomes within a specific domain. This produces a Streamlit app, with MLOps instrumentation.

283 232 27

cogie

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

215 70 5

spacyopentapioca

A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

179 96 8

textgraphs

TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph

145 25 1

bbw

Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

144 72 8

dandelion-eu

A python client for connecting to all the services provided by https://dandelion.eu

98 33 13

docprofiler

A Python package to generate document profiles and extract metadata from text in parallel using several Docker images and NLP tools/frameworks.

93 1 0

nifconverter

Utility to translate NIF files across identifier schemes, such as DBpedia and Wikidata

92 11 3

extractacy

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

90 54 8

druglinker

Simple exact-matching algorithm to standardise drug names appearing on the DrugBank open-access repository

75 4 0

spikex

SpikeX - SpaCy Pipes for Knowledge Extraction

69 403 26

spacy-lancedb-linker

spaCy pipeline component for ANN Entity Linking using LanceDB

68 14 0

word2vec-wikification-py

Disambiguation of wikipedia article name

68 17 1

jel

Japanese Entity Linker.

61 12 1

opentapioca

Entity linking system for Wikidata updated by your edits in real time

54 264 30