Continual Relation Extraction

A multilingual open-text semantically annotated interlinked corpus

This is a meta-model distilled from ChatGPT-3.5-turbo for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

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

DReAMy: a library for dream-reports annotation methods with python, NLP, and LLMs

An elegent pytorch implement of transformers

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

KXDocRE is a Knowledge Graph based cross document relation extraction technique.

LLM-based ontological extraction tools, including SPIRES

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

[ACL 2024] IEPile: A Large-Scale Information Extraction Corpus

This is my personal news list updates in Information Retrieval domain

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

This repository contains the DFKI Product Corpus, a dataset of 174 documents annotated for product and company named entities, and the relation CompanyProvidesProduct.

Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

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

RNN and CNN based Relation Extraction models in tensorflow 2.0

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

[npj Digital Medicine] An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing for Information Extraction

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction