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.

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.

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(😽)

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

AIL framework - Analysis Information Leak framework

LLM-based ontological extraction tools, including SPIRES

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)

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.

Span-level grounding verification for RAG, code, and tool-grounded AI outputs.

A list of NLP resources focused on event extraction task

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

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

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey