👑 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.

Snips Python library to extract meaning from text

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

MITIE: library and tools for information extraction

Deep neural network to extract intelligent information from invoice documents.

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

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

LLM(😽)

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

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

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

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

The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. 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 slow)

Insightful Tutorials and Papers about Knowledge Graphs

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

AIL framework - Analysis Information Leak framework

LLM-based ontological extraction tools, including SPIRES

PaddleNLP UIE模型的PyTorch版实现

A list of NLP resources focused on event extraction task