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The Top 23 Information Extraction Open Source Projects

Open source projects categorized as Information Extraction
Categories > Machine Learning > Information Extraction
Paddlenlp ⭐ 10,908
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
dependent packages 19total releases 87most recent commit 3 months agopypi paddlenlp} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34most recent commit a year agopypi snips-nlu} Downloads
Knowledgegraphcourse ⭐ 3,319
东南大学《知识图谱》研究生课程
most recent commit a year ago
Mitie ⭐ 2,778
MITIE: library and tools for information extraction
total releases 1most recent commit 2 years ago
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Invoicenet ⭐ 2,297
Deep neural network to extract intelligent information from invoice documents.
most recent commit 4 months ago
Information Extraction Chinese ⭐ 2,086
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 a year ago
Infoga ⭐ 2,085
Infoga - Email OSINT
most recent commit 9 months ago
Deepie ⭐ 1,737
DeepIE: Deep Learning for Information Extraction
most recent commit a year ago
Transformers_tasks ⭐ 1,521
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
most recent commit 7 months ago
Kor ⭐ 1,391
LLM(😽)
dependent packages 13total releases 14most recent commit 3 months agopypi fcsparser} Downloads
007 Thebond ⭐ 931
This Script will help you to gather information about your victim or friend.
most recent commit 6 months ago
Mallet ⭐ 930
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 26total releases 3most recent commit 8 months ago
Iepy ⭐ 841
Information Extraction in Python
total releases 7most recent commit 7 years ago
Awesome Document Understanding ⭐ 783
A curated list of resources for Document Understanding (DU) topic
most recent commit a year ago
Knowledge Graph Tutorials And Papers ⭐ 599
Insightful Tutorials and Papers about Knowledge Graphs
most recent commit 3 months 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 3 years ago
Nlp Cube ⭐ 551
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
dependent packages 1total releases 24most recent commit 11 days agopypi nlpcube} Downloads
Eventextractionpapers ⭐ 500
A list of NLP resources focused on event extraction task
most recent commit a year ago
Reverb ⭐ 492
Web-Scale Open Information Extraction
dependent packages 4total releases 4most recent commit 5 years ago
Openie Standalone ⭐ 475
most recent commit 2 years ago
Chatie ⭐ 460
official repository for ChatIE paper and a tool of IE using ChatGPT. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and the speed/model will be slow/overloaded.)
most recent commit 8 months ago
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 2 years ago
The 10 Most Depended On Information Extraction Open Source Projects
Kor ⭐ 1,391
LLM(😽)
dependent packages 13total releases 14latest release October 17, 2023most recent commit 3 months agopypi fcsparser} Downloads
Htmldate ⭐ 101
Fast and robust date extraction from web pages, with Python or on the command-line
dependent packages 7total releases 50latest release November 21, 2023most recent commit 3 months agopypi htmldate} Downloads
Event Registry Python ⭐ 213
Python package for API access to news articles and events in the Event Registry
dependent packages 5total releases 49latest release March 11, 2022most recent commit 10 months agopypi eventregistry} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
Chemdataextractor ⭐ 112
Automatically extract chemical information from scientific documents
dependent packages 4total releases 8latest release February 03, 2017most recent commit 7 years agopypi ChemDataExtractor} Downloads
Reverb ⭐ 492
Web-Scale Open Information Extraction
dependent packages 4total releases 4latest release May 24, 2013most recent commit 5 years ago
Medcat ⭐ 387
Medical Concept Annotation Tool
dependent packages 4total releases 327latest release October 13, 2023most recent commit 3 months agopypi medcat} Downloads
Ce ⭐ 12
Html article content extractor in Golang.
dependent packages 3total releases 1latest release March 05, 2021most recent commit a year ago
The 10 Latest Releases In Information Extraction Open Source Projects
Deduce ⭐ 47
Deduce: de-identification method for Dutch medical text
dependent packages 1total releases 21latest release November 28, 2023most recent commit 3 months agopypi deduce} Downloads
Htmldate ⭐ 101
Fast and robust date extraction from web pages, with Python or on the command-line
dependent packages 7total releases 50latest release November 21, 2023most recent commit 3 months agopypi htmldate} Downloads
Stringparser ⭐ 33
Easy to use pattern matching and information extraction for Python
dependent packages 1total releases 8latest release November 16, 2023most recent commit 5 months agopypi stringparser} Downloads
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 5 months ago
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 4 months agopypi huspacy} Downloads
Kor ⭐ 1,391
LLM(😽)
dependent packages 13total releases 14latest release October 17, 2023most recent commit 3 months agopypi fcsparser} Downloads
Medcat ⭐ 387
Medical Concept Annotation Tool
dependent packages 4total releases 327latest release October 13, 2023most recent commit 3 months agopypi medcat} Downloads
Pawpaw ⭐ 11
Text Processing & Segmentation Framework
total releases 12latest release August 23, 2023most recent commit 3 months ago
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