👑 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.

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

Implementation of REA Prompting for Generative Relation Extraction with LLMs

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

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

🕵️‍♂️ An OSINT python tool to find professional email addresses of a business from its domain.

Maintenance Information Extraction (MaintIE)

Large suite of N-body simulations

Medical Concept Annotation Tool

Versatile framework designed to streamline the integration of your models, as well as those sourced from Hugging Face, into complex programs

AIL framework - Analysis Information Leak framework

TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition [NAACL 2024]

Human Names for Synthetic Data Generation

ALexi, EXtracteur d'Information

PyTorch-IE: State-of-the-art Information Extraction in PyTorch

Extensible API and framework to build your Retrieval Augmented Generation (RAG) and Information Extraction (IE) applications with LLMs

[Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fine-grained geo-entities, such as streets, stops and routes, as well as standard named entity types (organization, date, number, etc).

Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction

Implementation of NAACL 2024 main conference paper: Named Entity Recognition Under Domain Shift via Metric Learning for Life Science

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. NAACL 2024.