Relation Extraction Python Packages

adaseq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

glirel

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

pytorch-rex

🎮 A toolkit for Relation Extraction and more...

pytorch-ie

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

extr

Named Entity Recognition (NER) and Relation Extraction (RE) library using Regular Expressions

deepke

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

extr-ds

Library to quickly build basic datasets for Named Entity Recognition (NER) and Relation Extraction (RE) Machine Learning tasks.

rosette-api

Babel Street Analytics Client Library for Python

relik

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

bert4torch

An elegent pytorch implement of transformers

open-nre

An open source toolkit for relation extraction

lightnlp

基于Pytorch和torchtext的自然语言处理深度学习框架。

a2t

Ask2Transformers is a library for zero-shot classification based on Transformers.

aymara

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

dlk

A PyTorch Based Deep Learning Quick Develop Framework. One-Stop for train/predict/server/demo

autorml

AutoRML: A framework for automatic RML mapping generation using semantic table annotations

kindred

A relation extraction toolkit for biomedical text mining

lanno

Let ChatGPT (Large Language Models) Serve As Data Annotator and Zero-shot/few-shot Information Extractor.

arekit

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and prompting mass-media news into datasets for ML-model training

openue

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

deltakg

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

pynsett

A programmable relation extraction tool

relbert

The official implementation of "Distilling Relation Embeddings from Pre-trained Language Models, EMNLP 2021 main conference", a high-quality relation embedding based on language models.

infoextract-cidoc

Heritage Information Extraction to Markdown, JSON-LD, and Property Graphs (OpenCypher)