Top 23 information-extraction Open-Source Projects

• PaddleNLP

  2 11,622 9.8 Python

  👑 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.

  

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• DeepKE

  2 3,079 9.4 Python

  [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

  

• MITIE

  0 2,906 0.0 C++

  MITIE: library and tools for information extraction

  

• InvoiceNet

  4 2,407 3.4 Python

  Deep neural network to extract intelligent information from invoice documents.

• kor

  8 1,540 6.3 Python

  LLM(😽)

Project mention: Pydentic in prompt engineering | /r/LangChain | 2023-11-29

Check out kor

• awesome-document-understanding

  4 1,156 4.5

  A curated list of resources for Document Understanding (DU) topic

• 007-TheBond

  4 1,075 6.4 Python

  This Script will help you to gather information about your victim or friend.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• ontogpt

  2 539 9.8 Jupyter Notebook

  LLM-based ontological extraction tools, including SPIRES

  

Project mention: GPT-based ontological extraction tools, including SPIRES | news.ycombinator.com | 2023-07-24

• ail-framework

  2 514 9.5 Python

  AIL framework - Analysis Information Leak framework

  

Project mention: Ask HN: Show me your half baked project | news.ycombinator.com | 2023-10-12

First time coming across this, looks very cool! Definitely some ideas there that I'd like to implement for osintbuddy. Another project I'm going to be taking some ideas from is: https://github.com/ail-project/ail-framework - a modular framework to analyse potential information leaks

• RomBuster

  1 441 6.4 Python

  RomBuster is a router exploitation tool that allows to disclosure network router admin password.

  

• medaCy

  1 421 0.0 Python

  :hospital: Medical Text Mining and Information Extraction with spaCy

  

• MedCAT

  1 414 9.0 Python

  Medical Concept Annotation Tool

  

• HugNLP

  3 370 7.6 Python

  CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 (by HugAILab)

  

• awesome-bioie

  1 300 2.1

  🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

Project mention: Snomed CT Entity Linking Challenge | news.ycombinator.com | 2023-12-22

> The objective of this competition is to link spans of text in clinical notes with specific topics in the SNOMED CT clinical terminology. Participants will train models based on real-world doctor's notes which have been de-identified and annotated with SNOMED CT concepts by medically trained professionals. This is the largest publicly available dataset of labelled clinical notes, and you can be one of the first to use it!

NER: Named Entity Recognition: https://en.wikipedia.org/wiki/Named-entity_recognition

awsome-medical-coding-nlp: https://github.com/acadTags/Awesome-medical-coding-NLP

awesome-ehr-deep-learning: https://github.com/hurcy/awesome-ehr-deeplearning

awesome-ner: https://github.com/smiyawaki0820/awesome-ner

awesome-bioie > Research groups: https://github.com/caufieldjh/awesome-bioie#groups-active-in...

SNOMED-CT as RDF: https://sphn-semantic-framework.readthedocs.io/en/latest/ext...

• GoLLIE

  1 239 9.6 Python

  Guideline following Large Language Model for Information Extraction

  

Project mention: A LLM trained to follow annotation guidelines, for information extraction tasks | news.ycombinator.com | 2023-10-30

• awesome-hungarian-nlp

  3 212 3.2

  A curated list of NLP resources for Hungarian

• huspacy

  3 149 8.6 Python

  HuSpaCy: industrial-strength Hungarian natural language processing

  

• ChatGPT_for_IE

  1 133 8.1 Python

  Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

  

• htmldate

  1 114 7.6 Python

  Fast and robust date extraction from web pages, with Python or on the command-line

• minie

  1 88 0.0 Java

  An open information extraction system that provides compact extractions

  

• targetedSummarization

  3 87 1.8 Python

  TextReducer - A Tool for Summarization and Information Extraction

• stargather

  3 68 1.8 Go

  A fast GitHub stargazers information gathering tool

• odinson

  3 65 4.5 Scala

  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.

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

information-extraction related posts

• Pydentic in prompt engineering

  1 project | /r/LangChain | 29 Nov 2023

• 27-Jun-2023

  1 project | /r/dailyainews | 29 Jun 2023

• Guidance on creating a very lightweight model that does one task very well

  2 projects | /r/LocalLLaMA | 26 Jun 2023

• Kor: Extract structured data using LLMs

  1 project | /r/hypeurls | 26 Jun 2023

• Kor: Extract structured data using LLMs

  1 project | news.ycombinator.com | 26 Jun 2023

• Google Local Results AI Parser

  1 project | news.ycombinator.com | 24 Jun 2023

• Ruby gem to parse structured data from Google Local Search Results

  1 project | news.ycombinator.com | 22 Jun 2023
• A note from our sponsor - Scout Monitoring
  www.scoutapm.com | 14 Jun 2024

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