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The Top 286 Information Extraction Open Source Projects on Github

Categories > Machine Learning > Information Extraction
Snips Nlu ⭐ 3,482
Snips Python library to extract meaning from text
Mitie ⭐ 2,679
MITIE: library and tools for information extraction
Information Extraction Chinese ⭐ 1,873
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 ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
Infoga ⭐ 1,021
Infoga - Email OSINT
Annotated Semantic Relationships Datasets ⭐ 565
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
Casrel ⭐ 440
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
Nlp Cube ⭐ 436
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
Usc Ds Relationextraction ⭐ 384
Distantly Supervised Relation Extraction
Nlp Projects ⭐ 345
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
Urlextractor ⭐ 344
Information gathering & website reconnaissance | https://phishstats.info/
Oie Resources ⭐ 344
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Aggcn ⭐ 335
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
Eventextractionpapers ⭐ 330
A list of NLP resources focused on event extraction task
Dt ⭐ 326
DNS tool - display information about your domain
Ail Framework ⭐ 265
AIL framework - Analysis Information Leak framework
Holmes Extractor ⭐ 264
Information extraction from English and German texts based on predicate logic
Medacy ⭐ 260
🏥 Medical Text Mining and Information Extraction with spaCy
Gcn Over Pruned Trees ⭐ 238
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
Open Entity Relation Extraction ⭐ 235
Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.
Tacred Relation ⭐ 233
PyTorch implementation of the position-aware attention model for relation extraction
Yargy ⭐ 194
Rule-based facts extraction for Russian language
Event Registry Python ⭐ 190
Python package for API access to news articles and events in the Event Registry
Multiple Relations Extraction Only Look Once ⭐ 181
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。
Ner Bert Pytorch ⭐ 178
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
Nel ⭐ 177
Entity linking framework
Awesome Document Understanding ⭐ 158
A curated list of resources for Document Understanding (DU) topic
Sypht Python Client ⭐ 157
A python client for the Sypht API
Triggerner ⭐ 157
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
007 Thebond ⭐ 142
This Script will help you to gather information about your victim or friend.
Awesome Hungarian Nlp ⭐ 135
A curated list of NLP resources for Hungarian
Snowball ⭐ 131
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
Dan Jurafsky Chris Manning Nlp ⭐ 129
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Open Ie Papers ⭐ 129
Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.
Chemdataextractor ⭐ 112
Automatically extract chemical information from scientific documents
Nl2sql ⭐ 110
阿里天池首届中文NL2SQL挑战赛top6
Numerizer ⭐ 106
A Python module to convert natural language numerics into ints and floats.
Nested Ner Tacl2020 Transformers ⭐ 104
Implementation of Nested Named Entity Recognition using BERT
Clustype ⭐ 100
Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)
Wandora ⭐ 98
Wandora is a general purpose information extraction, management and publishing application based on Topic Maps and Java.
Naacl2018 Fever ⭐ 98
Fact Extraction and VERification baseline published in NAACL2018
Tre ⭐ 97
[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations
Rombuster ⭐ 96
RomBuster is a router exploitation tool that allows to disclosure network router admin password.
Quantulum ⭐ 92
Python library for information extraction of quantities from unstructured text
Daguan_2019_rank9 ⭐ 85
达观信息提取比赛第九名代码
Distre ⭐ 78
[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
Spacy Clausie ⭐ 75
Implementation of the ClausIE information extraction system for python+spacy
Pytorch_multi_head_selection_re ⭐ 73
BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE
Wen Notes ⭐ 71
My notes.
Tetre ⭐ 68
TETRE: a Toolkit for Exploring Text for Relation Extraction
Prediction_api ⭐ 68
AMiner Prediction API is a toolkit for science data prediction, such as scholar portrait property prediction.
Geotext ⭐ 67
Geotext extracts country and city mentions from text
Awesome Bioie ⭐ 66
🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
Dig Etl Engine ⭐ 65
Download DIG to run on your laptop or server.
Saber ⭐ 64
Saber is a deep-learning based tool for information extraction in the biomedical domain. Pull requests are welcome! Note: this is a work in progress. Many things are broken, and the codebase is not stable.
Quijote Simulations ⭐ 59
Large suite of N-body simulations
Garuda ⭐ 59
Sophisticated Doxing Tool
Pdf4py ⭐ 55
A PDF parser written in Python 3 with no external dependencies.
Ple ⭐ 54
Label Noise Reduction in Entity Typing (KDD'16)
Ml.manash.me ⭐ 52
👽 Open Source Bangla Machine Learning Book 🎁
Odinson ⭐ 51
This repository contains the code for Odinson, a powerful and highly optimized open-source framework for rule-based information extraction. Odinson couples a simple, yet powerful pattern language that can operate over multiple representations of text, with a runtime system that operates in near real time.
Gen Arg ⭐ 49
Code for paper "Document-Level Argument Extraction by Conditional Generation". NAACL 21'
Spacy Hungarian Models ⭐ 49
Hungarian models for spaCy
News Graph ⭐ 45
Key information extraction from text and graph visualization
Iww ⭐ 43
AI based web-wrapper for web-content-extraction
Science Result Extractor ⭐ 42
Minie ⭐ 42
An open information extraction system that provides compact extractions
Deep Nlp Resources ⭐ 41
Curated list of all NLP Resources
Typenet ⭐ 38
A Hierarchical Type system for fine grained entity typing
Alter Nlu ⭐ 37
Natural language understanding library for chatbots with intent recognition and entity extraction.
Deduce ⭐ 36
Deduce: de-identification method for Dutch medical text
Evildork ⭐ 36
Evildork targeting your fiancee👁️
Multi2oie ⭐ 35
Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)
Xponents ⭐ 35
Geographic Place, Date/time, and Pattern entity extraction toolkit along with text extraction from unstructured data and GIS outputters.
Htmldate ⭐ 34
Fast and robust date extraction from web pages, with Python or on the command-line
Trinity Ie ⭐ 34
Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction
Neji ⭐ 34
Flexible and powerful platform for biomedical information extraction from text
Re Cnn Pytorch ⭐ 33
PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.
Neural_name_tagging ⭐ 33
Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)
Abbreviation Extraction ⭐ 32
Python3 implementation of the Schwartz-Hearst algorithm for extracting abbreviation-definition pairs
Socialrecon ⭐ 32
This is an Open source intelligence tool and used to gather information about social media and it is also used to find whether the user name found in any of the website.It is used to find GPS location of an image and it also checks whether the email is found or not.
Crawler ⭐ 31
十年磨一剑：Crawler4U, a general purpose focused crawler
Understanding Financial Reports Using Natural Language Processing ⭐ 28
Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques
Exif Gps Tracer ⭐ 28
A python script which allows you to parse GeoLocation data from your Image files stored in a dataset.It also produces output in CSV file and also in HTML Google Maps
Nested Ner Tacl2020 ⭐ 27
Implementation of Nested Named Entity Recognition
Palladian ⭐ 26
Palladian is a Java-based toolkit with functionality for text processing, classification, information extraction, and data retrieval from the Web.
Geoparsepy ⭐ 25
geoparsepy is a Python geoparsing library that will extract and disambiguate locations from text. It uses a local OpenStreetMap database which allows very high and unlimited geoparsing throughput, unlike approaches that use a third-party geocoding service (e.g. Google Geocoding API). this repository holds Python examples to use the PyPI library.
Informationextractionsystem ⭐ 24
Information Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.
Mlmt ⭐ 24
Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)
Shifted Label Distribution ⭐ 23
Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)
Qa4ie ⭐ 23
Original implementation of QA4IE
Tabinout ⭐ 23
Framework for information extraction from tables
Knowledgegraph ⭐ 22
This repository for Web Crawling, Information Extraction, and Knowledge Graph build up.
Domextract ⭐ 22
Web content extractor for articles
Simple_ner ⭐ 22
simple rule based named entity recognition
Stargather ⭐ 21
A fast GitHub stargazers information gathering tool
Request ⭐ 21
Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)
Pico_parser ⭐ 20
A clinical BERT-based NLP tool for parsing clinical trial abstracts following the PICO framework
Gotor ⭐ 20
This program provides efficient web scraping services for Tor and non-Tor sites. The program has both a CLI and REST API.
Awesome_information_extraction ⭐ 20
Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
1-100 of 286 projects

Related Projects

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Nlp Information Extraction Projects (93)
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Python Nlp Information Extraction Projects (56)
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Named Entity Recognition Information Extraction Projects (38)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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