Awesome Open Source
Awesome Open Source
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The Top 51 Information Extraction Open Source Projects

Categories > Machine Learning > Information Extraction
Snips Nlu ⭐ 3,479
Snips Python library to extract meaning from text
Mitie ⭐ 2,599
MITIE: library and tools for information extraction
Information Extraction Chinese ⭐ 1,788
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 ⭐ 1,707
Deep neural network to extract intelligent information from invoice documents.
Infoga ⭐ 1,006
Infoga - Email OSINT
Annotated Semantic Relationships Datasets ⭐ 560
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
Usc Ds Relationextraction ⭐ 379
Distantly Supervised Relation Extraction
Nlp Projects ⭐ 363
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 ⭐ 358
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
Open Entity Relation Extraction ⭐ 356
Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.
Casrel ⭐ 346
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
Urlextractor ⭐ 343
Information gathering & website reconnaissance | https://phishstats.info/
Aggcn ⭐ 324
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
Gcn Over Pruned Trees ⭐ 321
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
Dt ⭐ 316
DNS tool - display information about your domain
Medacy ⭐ 300
🏥 Medical Text Mining and Information Extraction with spaCy
Eventextractionpapers ⭐ 293
A list of NLP resources focused on event extraction task
Oie Resources ⭐ 290
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Multiple Relations Extraction Only Look Once ⭐ 284
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 ⭐ 276
PyTorch implementation of the position-aware attention model for relation extraction
Ner Bert Pytorch ⭐ 258
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
Holmes Extractor ⭐ 237
Information extraction from English and German texts based on predicate logic
Yargy ⭐ 226
Rule-based facts extraction for Russian language
Ail Framework ⭐ 204
AIL framework - Analysis Information Leak framework
Event Registry Python ⭐ 182
Python package for API access to news articles and events in the Event Registry
Nel ⭐ 176
Entity linking framework
Sypht Python Client ⭐ 155
A python client for the Sypht API
Chemdataextractor ⭐ 153
Automatically extract chemical information from scientific documents
Open Ie Papers ⭐ 150
Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.
Nl2sql ⭐ 150
阿里天池首届中文NL2SQL挑战赛top6
Triggerner ⭐ 142
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
Snowball ⭐ 134
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
Dan Jurafsky Chris Manning Nlp ⭐ 126
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Awesome Hungarian Nlp ⭐ 125
A curated list of NLP resources for Hungarian
Daguan_2019_rank9 ⭐ 121
datagrand 2019 information extraction competition rank9
Numerizer ⭐ 110
A Python module to convert natural language numerics into ints and floats.
Pytorch_multi_head_selection_re ⭐ 109
BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE
Wandora ⭐ 106
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)
Tre ⭐ 97
[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations
Geotext ⭐ 91
Geotext extracts country and city mentions from text
Dig Etl Engine ⭐ 83
Download DIG to run on your laptop or server.
Distre ⭐ 77
[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
Nested Ner Tacl2020 Transformers ⭐ 75
Implementation of Nested Named Entity Recognition using BERT
Deadtrap ⭐ 73
An OSINT tool to gather information about the real owner of a phone number
Understanding Financial Reports Using Natural Language Processing ⭐ 37
Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques 📈🤑
Stargather ⭐ 33
A fast GitHub stargazers information gathering tool
Knowledgegraph ⭐ 27
This repository for Web Crawling, Information Extraction, and Knowledge Graph build up.
Eliie ⭐ 24
An information extraction system for free-text eligibility criteria
Palladian ⭐ 24
Palladian is a Java-based toolkit with functionality for text processing, classification, information extraction, and data retrieval from the Web.
Whour ⭐ 20
Tool for information gathering, IPReverse, AdminFInder, DNS, WHOIS, SQLi Scanner with google.
1-51 of 51 projects
Advertising 📦 10
All Projects
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
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
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