entity-linking

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Entity resolution (also known as data matching, data linkage, record linkage, and many other terms) is the task of finding entities in a dataset that refer to the same entity across different data sources (e.g., data files, books, websites, and databases). Entity resolution is necessary when joining different data sets based on entities that may or may not share a common identifier (e.g., database key, URI, National identification number), which may be due to differences in record shape, storage location, or curator style or preference.

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explosion /spaCy

Star31.2k

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

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking

UpdatedFeb 3, 2025
Python

didi /ChineseNLP

Star1.8k

Datasets, SOTA results of every fields of Chinese NLP

nlp machine-translation question-answering chinese-nlp entity-linking chinese-word-segmentation nlp-tasks

UpdatedApr 7, 2022
HTML

heathersherry /Knowledge-Graph-Tutorials-and-Papers

Star847

Insightful Tutorials and Papers about Knowledge Graphs

entity-resolution information-extraction survey knowledge-graph named-entity-recognition knowledge-base kg entity-linking entity-extraction kgqa mmkg

UpdatedMar 24, 2025

dbpedia-spotlight /dbpedia-spotlight

Star759

DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.

nlp semantic-web text-annotation entity-linking entity-extraction dbpedia-spotlight content-tagging rdfa-annotation

UpdatedMar 8, 2018
Scala

inception-project /inception

Star618

INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

java sparql uima active-learning annotation-tool entity-linking annotation-editor

UpdatedMar 24, 2025
Java

Babelscape /rebel

Star517

REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).

nlp natural-language-processing natural-language-generation entity-linking relation-extraction

UpdatedNov 9, 2023
Python

AlexYangLi /ccks2019_el

Star410

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

knowledge-graph knowledge-base entity-linking character-embeddings entity-recognition entity-disambiguation ccks bert-ner bert-wwm bilstm-cnn

UpdatedMar 24, 2023
Python

SapienzaNLP /relik

Star400

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

nlp natural-language-processing retrieval wikipedia transformers bert entity-linking relation-extraction huggingface acl2024 span-extraction triplet-extraction retriever-reader

UpdatedOct 1, 2024
Python

erre-quadro /spikex

Star398

SpikeX - SpaCy Pipes for Knowledge Extraction

nlp wikipedia clustering spacy named-entity-recognition entity-linking noun-phrase-extract sentence-splitting abbreviations-detection acronym-recognition spacy-pipes verb-phrase-extract wikigraph wikipedia-graph

UpdatedJul 30, 2021
Python

zjukg /KG-MM-Survey

Star395

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

information-extraction survey knowledge-graph awsome image-classification image-generation surveys entity-linking knowledge-graph-embeddings visual-question-answering entity-alignment paper-list awsome-list cross-modal-retrieval multi-modal-learning multi-modal-fusion large-language-models multi-modal-knowledge-graph

UpdatedDec 10, 2024

izuna385 /Entity-Linking-Recent-Trends

Star345

Recent trends of Entity Linking, Disambiguation, and Representation.

nlp natural-language-processing entity-resolution bert entity-linking entity-disambiguation entity-language-model entity-representation

UpdatedJun 26, 2021

pen-ho /medical_knowledge_graph_app-master

Star293

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

nlp neo4j django-application knowledge-graph ner echarts entity-linking relation-extraction kgqa kbqa mention-detection pytorch-transformers relation-detection

UpdatedMar 9, 2022
JavaScript

microsoft /vert-papers

Star276

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

nlp entity-resolution ml named-entity-recognition ner nlp-resources entity-linking unitrans entity-extraction grn entity-disambiguation language-understanding linkingpark bertel can-ner xl-ner cross-lingual-ner