47 Open Source Entity Extraction Software Projects
Free and open source entity extraction code projects including engines, APIs, generators, and tools.
Nlp.js 4745 ⭐
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
Recognizers Text 1047 ⭐
Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, and date/time expressed in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Contributions are greatly welcome! Packages are available at https://www.nuget.org/profiles/Recognizers.Text and https://www.npmjs.com/~recognizers.text
Entity Recognition Datasets 1089 ⭐
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.
Dbpedia Spotlight 739 ⭐
DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.
Entity Relation Extraction 952 ⭐
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
Multiple Relations Extraction Only Look Once 309 ⭐
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。
A Pytorch Tutorial To Sequence Labeling 298 ⭐
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
Ner Bert Pytorch 305 ⭐
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
Schema Based Knowledge Extraction 234 ⭐
Code for http://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。
Open Semantic Entity Search API 120 ⭐
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
Visner 49 ⭐
In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.
Python Dandelion Eu 34 ⭐
A python client for connecting to all the services provided by https://dandelion.eu
Alter Nlu 40 ⭐
Natural language understanding library for chatbots with intent recognition and entity extraction.
Voice Enabled Chatbot 32 ⭐
Implementing a voice enabled chatbot which converses with a user via their voice in natural language. Website: https://scalability4all.github.io/
Informationextractionsystem 28 ⭐
Information Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.
Nlp_tensorflow_project 31 ⭐
Use tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.
Opennlu 25 ⭐
OpenNLU (Natural Language Understanding) is a tool for intent classification and entity extraction.
Extractacy 39 ⭐
Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)
Vert Papers 105 ⭐
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).
Gazetteer Entity Parser 14 ⭐
Rust library for parsing and resolving entity values based on a gazetteer
Mlkit Text Recognition And Entity Extraction 20 ⭐
OCR app with entity extraction with mlkit and camerax
Entity Sentiment Analysis 12 ⭐
Various ops for handling several entities in a document, perform anaphora resolution, clustering, etc.