information-extraction

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

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

Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

Snips Python library to extract meaning from text

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

MITIE: library and tools for information extraction

Deep neural network to extract intelligent information from invoice documents.

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

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

LLM(😽)

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

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

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

LLM-based ontological extraction tools, including SPIRES

AIL framework - Analysis Information Leak framework

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)

[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction

Uscrapper Vanta: Dive deeper into the web with this powerful open-source tool. Extract valuable insights with ease and efficiency, from both surface and deep web sources. Empower your data mining and analysis with Vanta's advanced capabilities. Fast, reliable, and user-friendly, Uscrapper Vanta is the ultimate choice for researchers and analysts.

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

PaddleNLP UIE模型的PyTorch版实现