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The Top 413 Information Extraction Open Source Projects

Categories > Machine Learning > Information Extraction
Paddlenlp ⭐ 5,588
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
dependent packages 15total releases 71most recent commit 10 hours agopypi paddlenlp} Downloads
Snips Nlu ⭐ 3,482
Snips Python library to extract meaning from text
dependent packages 3total releases 34most recent commit a year agopypi snips-nlu} Downloads
Mitie ⭐ 2,778
MITIE: library and tools for information extraction
most recent commit a month ago
Knowledgegraphcourse ⭐ 2,069
东南大学《知识图谱》研究生课程
most recent commit 2 years ago
Information Extraction Chinese ⭐ 1,972
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
most recent commit 4 months ago
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
most recent commit a year ago
Deepke ⭐ 1,359
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations
total releases 99most recent commit 2 days ago
Infoga ⭐ 1,021
Infoga - Email OSINT
most recent commit a year ago
Deepie ⭐ 954
DeepIE: Deep Learning for Information Extraction
most recent commit 2 years ago
Mallet ⭐ 872
MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.
dependent packages 25total releases 3most recent commit 3 months ago
Iepy ⭐ 841
Information Extraction in Python
total releases 7most recent commit 6 years ago
Annotated Semantic Relationships Datasets ⭐ 565
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
most recent commit a year ago
Awesome Document Understanding ⭐ 499
A curated list of resources for Document Understanding (DU) topic
most recent commit 2 days ago
Reverb ⭐ 492
Web-Scale Open Information Extraction
dependent packages 4total releases 4most recent commit 4 years ago
Openie Standalone ⭐ 475
most recent commit 8 months ago
007 Thebond ⭐ 461
This Script will help you to gather information about your victim or friend.
most recent commit 3 months ago
Nlp Cube ⭐ 455
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
dependent packages 1total releases 23most recent commit 8 months agopypi nlpcube} Downloads
Pick Pytorch ⭐ 442
Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)
most recent commit 3 months ago
Casrel ⭐ 440
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
most recent commit 2 years ago
Openie ⭐ 436
Quality information extraction at web scale.
total releases 6most recent commit 4 years ago
Oie Resources ⭐ 431
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
most recent commit 3 days ago
Usc Ds Relationextraction ⭐ 384
Distantly Supervised Relation Extraction
most recent commit 2 years ago
Holmes Extractor ⭐ 370
Information extraction from English and German texts based on predicate logic
total releases 9most recent commit 3 months ago
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
most recent commit 2 years ago
Urlextractor ⭐ 344
Information gathering & website reconnaissance | https://phishstats.info/
most recent commit 3 years ago
Aggcn ⭐ 335
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
most recent commit a year ago
Dt ⭐ 334
DNS tool - display information about your domain
total releases 14most recent commit 3 months ago
Eventextractionpapers ⭐ 330
A list of NLP resources focused on event extraction task
most recent commit a year ago
Ail Framework ⭐ 328
AIL framework - Analysis Information Leak framework
most recent commit 21 days ago
Ner Bert Pytorch ⭐ 306
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
most recent commit 8 months ago
Openie Standalone ⭐ 302
Quality information extraction at web scale. Edit
most recent commit 5 years ago
Medacy ⭐ 260
🏥 Medical Text Mining and Information Extraction with spaCy
most recent commit 2 years ago
Yargy ⭐ 254
Rule-based facts extraction for Russian language
dependent packages 2total releases 24most recent commit 8 months agopypi yargy} Downloads
Ieturk ⭐ 251
Intuitive Annotation Tool for Information Extraction / Named Entity Recognition using localturk / Amazon Mechanical Turk
most recent commit 3 years ago
Gcn Over Pruned Trees ⭐ 238
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
most recent commit 3 years ago
Open Entity Relation Extraction ⭐ 235
Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.
most recent commit 3 years ago
Tacred Relation ⭐ 233
PyTorch implementation of the position-aware attention model for relation extraction
most recent commit 4 years ago
Deeprl Informationextraction ⭐ 219
Code for the paper "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning" http://arxiv.org/abs/1603.07954
most recent commit 4 years ago
Awesome Bioie ⭐ 212
🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
most recent commit 22 days ago
Rombuster ⭐ 203
RomBuster is a router exploitation tool that allows to disclosure network router admin password.
most recent commit 3 months ago
Event Registry Python ⭐ 199
Python package for API access to news articles and events in the Event Registry
total releases 47most recent commit 7 months ago
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。
most recent commit 3 years ago
Nel ⭐ 177
Entity linking framework
most recent commit 5 years ago
Openie Spider ⭐ 174
Extract Information from web corpus using Open Information Extraction.
most recent commit 5 years ago
Snowball ⭐ 162
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
most recent commit 2 months ago
Spacy Clausie ⭐ 161
Implementation of the ClausIE information extraction system for python+spacy
most recent commit 2 months ago
Sypht Python Client ⭐ 159
A python client for the Sypht API
most recent commit 5 months ago
Triggerner ⭐ 157
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
most recent commit a year ago
Awesome Hungarian Nlp ⭐ 154
A curated list of NLP resources for Hungarian
most recent commit 3 days ago
Numerizer ⭐ 146
A Python module to convert natural language numerics into ints and floats.
total releases 9most recent commit 4 months ago
Open Ie Papers ⭐ 129
Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.
most recent commit 3 years ago
Dan Jurafsky Chris Manning Nlp ⭐ 129
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
most recent commit 4 years ago
Docee ⭐ 119
🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.
most recent commit 2 months ago
Huspacy ⭐ 113
HuSpaCy: industrial-strength Hungarian natural language processing
total releases 13most recent commit 6 days ago
Chemdataextractor ⭐ 112
Automatically extract chemical information from scientific documents
dependent packages 2total releases 8most recent commit 5 years agopypi ChemDataExtractor} Downloads
Naacl2018 Fever ⭐ 110
Fact Extraction and VERification baseline published in NAACL2018
most recent commit a year ago
Nl2sql ⭐ 110
阿里天池首届中文NL2SQL挑战赛top6
most recent commit 3 years ago
Nested Ner Tacl2020 Transformers ⭐ 104
Implementation of Nested Named Entity Recognition using BERT
most recent commit a year ago
Clustype ⭐ 100
Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)
most recent commit 5 years ago
Saber ⭐ 100
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.
total releases 2most recent commit 2 years ago
Wandora ⭐ 98
Wandora is a general purpose information extraction, management and publishing application based on Topic Maps and Java.
most recent commit 4 years ago
Tre ⭐ 97
[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations
most recent commit a year ago
Gotor ⭐ 93
This program provides efficient web scraping services for Tor and non-Tor sites. The program has both a CLI and REST API.
total releases 2most recent commit a month ago
Quantulum ⭐ 92
Python library for information extraction of quantities from unstructured text
dependent packages 1total releases 14most recent commit 5 years agopypi quantulum} Downloads
Holmes Extractor ⭐ 90
Information extraction from English and German texts based on predicate logic
total releases 14most recent commit a month ago
Unire ⭐ 86
Source code for "UniRE: A Unified Label Space for Entity Relation Extraction.", ACL2021. It is based on our NERE toolkit (https://github.com/Receiling/NERE).
most recent commit 6 months ago
Spied Viz ⭐ 85
Stanford Pattern-based Information Extraction and Diagnostics -- Visualization
most recent commit 8 years ago
Daguan_2019_rank9 ⭐ 85
达观信息提取比赛第九名代码
most recent commit 3 years ago
Uie_pytorch ⭐ 84
PaddleNLP UIE模型的PyTorch版实现
most recent commit 3 days ago
Icdar 2019 Sroie ⭐ 83
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
most recent commit 2 years ago
Minie ⭐ 82
An open information extraction system that provides compact extractions
most recent commit 7 months ago
Distre ⭐ 78
[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
most recent commit a year ago
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
most recent commit 3 years ago
Image Recognition And Information Extraction From Image Documents ⭐ 70
Image Recognition and Information Extraction from Image Documents using Keras and Watson NLU
most recent commit 8 months ago
Prediction_api ⭐ 68
AMiner Prediction API is a toolkit for science data prediction, such as scholar portrait property prediction.
most recent commit 3 years ago
Tetre ⭐ 68
TETRE: a Toolkit for Exploring Text for Relation Extraction
most recent commit 5 years ago
Geotext ⭐ 67
Geotext extracts country and city mentions from text
dependent packages 2total releases 4most recent commit 3 years agopypi geotext} Downloads
Dig Etl Engine ⭐ 65
Download DIG to run on your laptop or server.
most recent commit 4 years ago
Gen Arg ⭐ 64
Code for paper "Document-Level Argument Extraction by Conditional Generation". NAACL 21'
most recent commit 6 months ago
Documentunderstanding ⭐ 61
Research papers and code on information extraction from image/pdf
most recent commit 8 months ago
Greynir ⭐ 59
The greynir.is Icelandic natural language processing website.
most recent commit 2 days ago
Htmldate ⭐ 58
Fast and robust date extraction from web pages, with Python or on the command-line
dependent packages 5total releases 41most recent commit 2 days agopypi htmldate} Downloads
Odinson ⭐ 56
Odinson is 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.
dependent packages 1total releases 11most recent commit 7 months ago
Pdf4py ⭐ 55
A PDF parser written in Python 3 with no external dependencies.
most recent commit 2 years ago
Lilt ⭐ 55
Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding (ACL 2022)
most recent commit 4 months ago
Ple ⭐ 54
Label Noise Reduction in Entity Typing (KDD'16)
most recent commit 5 years ago
Ml.manash.me ⭐ 52
👽 Open Source Bangla Machine Learning Book 🎁
most recent commit 4 years ago
Stargather ⭐ 52
A fast GitHub stargazers information gathering tool
most recent commit 7 months ago
Evildork ⭐ 50
Evildork targeting your fiancee👁️
most recent commit a month ago
Multi2oie ⭐ 47
Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)
most recent commit 2 months ago
News Graph ⭐ 45
Key information extraction from text and graph visualization
most recent commit 2 years ago
Cogie ⭐ 43
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
total releases 6most recent commit a month ago
Iww ⭐ 43
AI based web-wrapper for web-content-extraction
most recent commit a year ago
Awesome_information_extraction ⭐ 42
Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
most recent commit 2 months ago
Science Result Extractor ⭐ 42
most recent commit a year ago
Deep Nlp Resources ⭐ 41
Curated list of all NLP Resources
most recent commit 3 years ago
Deduce ⭐ 40
Deduce: de-identification method for Dutch medical text
dependent packages 1total releases 7most recent commit 23 days agopypi deduce} Downloads
Potato ⭐ 39
XAI based human-in-the-loop framework for automatic rule-learning.
total releases 12most recent commit 3 days ago
Xponents ⭐ 39
Geographic Place, Date/time, and Pattern entity extraction toolkit along with text extraction from unstructured data and GIS outputters.
dependent packages 2total releases 28most recent commit 2 months ago
Iedatasets ⭐ 38
Information extraction dataset zoo.
most recent commit 6 months ago
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