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

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).

An elegent pytorch implement of transformers

Must-read papers on neural relation extraction (NRE)

基于Pytorch和torchtext的自然语言处理深度学习框架。

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

knowledge graph知识图谱,从零开始构建知识图谱

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

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

中文实体关系抽取，pytorch，bilstm+attention

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

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)

A Large-Scale Few-Shot Relation Extraction Dataset

PyTorch code for SpERT: Span-based Entity and Relation Transformer