relation-extraction

An Open-Source Package for Neural Relation Extraction (NRE)

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

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

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

A collection of research on knowledge graphs

knowledge graph知识图谱,从零开始构建知识图谱

An elegent pytorch implement of transformers

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Must-read papers on neural relation extraction (NRE)

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

基于Pytorch和torchtext的自然语言处理深度学习框架。

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)

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812

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

中文实体关系抽取，pytorch，bilstm+attention

A curated list of awesome knowledge graph tutorials, projects and communities.

A Large-Scale Few-Shot Relation Extraction Dataset