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The Top 23 Natural Language Processing Information Extraction Open Source Projects

Open source projects categorized as Natural Language Processing Information Extraction
Categories > Machine Learning > Information Extraction
Categories > Machine Learning > Natural Language Processing
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
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
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
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
Awesome Document Understanding ⭐ 783
A curated list of resources for Document Understanding (DU) topic
most recent commit a year 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
Eventextractionpapers ⭐ 500
A list of NLP resources focused on event extraction task
most recent commit a year 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
Ontogpt ⭐ 435
LLM-based ontological extraction tools, including SPIRES
most recent commit 3 months ago
Oie Resources ⭐ 435
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
most recent commit 2 years ago
Aggcn ⭐ 429
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
most recent commit 2 years ago
Usc Ds Relationextraction ⭐ 416
Distantly Supervised Relation Extraction
most recent commit 4 years ago
Medcat ⭐ 387
Medical Concept Annotation Tool
dependent packages 4total releases 327most recent commit 3 months agopypi medcat} Downloads
Holmes Extractor ⭐ 370
Information extraction from English and German texts based on predicate logic
total releases 9most recent commit 2 years ago
Hugnlp ⭐ 345
HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
most recent commit 6 months ago
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11most recent commit 5 months ago
Yargy ⭐ 295
Rule-based facts extraction for Russian language
dependent packages 3total releases 26most recent commit 9 months agopypi yargy} Downloads
Medacy ⭐ 260
🏥 Medical Text Mining and Information Extraction with spaCy
most recent commit 3 years ago
Awesome Bioie ⭐ 249
🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
most recent commit a year ago
Gcn Over Pruned Trees ⭐ 238
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
most recent commit 5 years ago
The 10 Most Depended On Natural Language Processing 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
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
Medcat ⭐ 387
Medical Concept Annotation Tool
dependent packages 4total releases 327latest release October 13, 2023most recent commit 3 months agopypi medcat} Downloads
Yargy ⭐ 295
Rule-based facts extraction for Russian language
dependent packages 3total releases 26latest release July 24, 2023most recent commit 9 months agopypi yargy} Downloads
Geotext ⭐ 67
Geotext extracts country and city mentions from text
dependent packages 2total releases 4latest release July 30, 2018most recent commit 4 years agopypi geotext} Downloads
Numerizer ⭐ 202
A Python module to convert natural language numerics into ints and floats.
dependent packages 2total releases 11latest release January 03, 2023most recent commit a year agopypi numerizer} Downloads
The 10 Latest Releases In Natural Language Processing 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
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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