entity-extraction

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at:https://www.nuget.org/profiles/Recognizers.Text,https://www.npmjs.com/~recognizers.text

nlp parser time datetime date parser-library numbers ner hacktoberfest timex entity-extraction time-expression-recognition numex number-expression time-expression datetime-normalization-and-resolution

UpdatedDec 16, 2025
C#

juand-r /entity-recognition-datasets

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A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

nlp natural-language-processing annotations named-entity-recognition corpora datasets ner nlp-resources entity-extraction entity-recognition

UpdatedJun 12, 2025
Python

yuanxiaosc /Entity-Relation-Extraction

Star1.2k

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

tensorflow pipeline-framework relation-extraction entity-extraction competition-code bert-model

UpdatedJun 1, 2020
Python

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

lemonhu /NER-BERT-pytorch

Star449

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

pytorch information-extraction transformer named-entity-recognition ner entity-extraction chinese-ner msra google-bert

UpdatedMar 30, 2023
Python

sgrvinod /a-PyTorch-Tutorial-to-Sequence-Labeling

Star364

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

nlp crf pytorch language-model pos-tagging conditional-random-fields sequence-labeling pos-tagger entity-extraction sequence-tagger pytorch-tutorial co-training entity-recognition

UpdatedJun 3, 2020
Python

yuanxiaosc /Multiple-Relations-Extraction-Only-Look-Once

Star349

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于http://lic2019.ccf.org.cn/kg 信息抽取。

information-extraction tensorflow-models joint-models relation-extraction entity-extraction bert-model

UpdatedJul 25, 2019
Python

yuanxiaosc /Schema-based-Knowledge-Extraction

Star287

Code forhttp://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

tensorflow joint-models relation-extraction entity-extraction competition-code

UpdatedMay 14, 2019
Python

microsoft /vert-papers

Star280

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

UpdatedMar 16, 2024
Python

amazon-science /ReFinED

Star229

ReFinED is an efficient and accurate entity linking (EL) system.

nlp entity-resolution pytorch entity-linking entity-extraction

UpdatedDec 13, 2024
Python

opensemanticsearch /open-semantic-entity-search-api

Star196

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names