The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.

👑 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.

Palladian is a Java-based toolkit with functionality for text processing, classification, information extraction, and data retrieval from the Web.

LLM-based ontological extraction tools, including SPIRES

Large suite of N-body simulations

Medical Concept Annotation Tool

Repository with capabilities to get data

Extractum is a PHP library that extracts information from web pages.

Geographic Place, Date/time, and Pattern entity extraction toolkit along with text extraction from unstructured data and GIS outputters.

Biomedical Term Annotator

[ACL23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

LLM(😽)

Insightful Tutorials and Papers about Knowledge Graphs

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24

This is a meta-model distilled from ChatGPT-3.5-turbo for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

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

[ACL 2024] IEPile: A Large-Scale Information Extraction Corpus

Extract information from natural history annotations

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey