The Top 53 Information Extraction Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

information-extraction x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 53 Information Extraction Open Source Projects

Categories > Machine Learning > Information Extraction

Snips Nlu ⭐ 3,529

Snips Python library to extract meaning from text

Mitie ⭐ 2,649

MITIE: library and tools for information extraction

Information Extraction Chinese ⭐ 1,835

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

Invoicenet ⭐ 1,778

Deep neural network to extract intelligent information from invoice documents.

Infoga ⭐ 1,087

Infoga - Email OSINT

Annotated Semantic Relationships Datasets ⭐ 573

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

Usc Ds Relationextraction ⭐ 384

Distantly Supervised Relation Extraction

Nlp Projects ⭐ 375

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

Nlp Cube ⭐ 372

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

Open Entity Relation Extraction ⭐ 369

Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

Urlextractor ⭐ 352

Information gathering & website reconnaissance | https://phishstats.info/

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

Eventextractionpapers ⭐ 338

A list of NLP resources focused on event extraction task

Gcn Over Pruned Trees ⭐ 332

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

DNS tool - display information about your domain

Oie Resources ⭐ 318

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

🏥 Medical Text Mining and Information Extraction with spaCy

Multiple Relations Extraction Only Look Once ⭐ 292

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。

Tacred Relation ⭐ 287

PyTorch implementation of the position-aware attention model for relation extraction

Ner Bert Pytorch ⭐ 276

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

Holmes Extractor ⭐ 257

Information extraction from English and German texts based on predicate logic

Rule-based facts extraction for Russian language

Ail Framework ⭐ 232

AIL framework - Analysis Information Leak framework

007 Thebond ⭐ 224

This Script will help you to gather information about your victim or friend.

Event Registry Python ⭐ 183

Python package for API access to news articles and events in the Event Registry

Entity linking framework

Chemdataextractor ⭐ 165

Automatically extract chemical information from scientific documents

Sypht Python Client ⭐ 158

A python client for the Sypht API

阿里天池首届中文NL2SQL挑战赛top6

Awesome Bioie ⭐ 158

🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

Open Ie Papers ⭐ 151

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

Triggerner ⭐ 150

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

Snowball ⭐ 143

Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

Dan Jurafsky Chris Manning Nlp ⭐ 135

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Awesome Hungarian Nlp ⭐ 131

A curated list of NLP resources for Hungarian

Daguan_2019_rank9 ⭐ 122

datagrand 2019 information extraction competition rank9

Numerizer ⭐ 119

A Python module to convert natural language numerics into ints and floats.

Pytorch_multi_head_selection_re ⭐ 111

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

Wandora ⭐ 107

Wandora is a general purpose information extraction, management and publishing application based on Topic Maps and Java.

Clustype ⭐ 100

Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)

[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations

Geotext extracts country and city mentions from text

Dig Etl Engine ⭐ 85

Download DIG to run on your laptop or server.

Nested Ner Tacl2020 Transformers ⭐ 85

Implementation of Nested Named Entity Recognition using BERT

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

Deadtrap ⭐ 73

An OSINT tool to gather information about the real owner of a phone number

Understanding Financial Reports Using Natural Language Processing ⭐ 39

Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques 📈🤑

Stargather ⭐ 36

A fast GitHub stargazers information gathering tool

Knowledgegraph ⭐ 28

This repository for Web Crawling, Information Extraction, and Knowledge Graph build up.

An information extraction system for free-text eligibility criteria

Palladian ⭐ 25

Palladian is a Java-based toolkit with functionality for text processing, classification, information extraction, and data retrieval from the Web.

Tool for information gathering, IPReverse, AdminFInder, DNS, WHOIS, SQLi Scanner with google.

1-53 of 53 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210