Popular GitHub Repositories for Relation Extraction

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

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

knowledge graph知识图谱,从零开始构建知识图谱

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

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)

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

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

A Large-Scale Few-Shot Relation Extraction Dataset

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

LLM-based ontological extraction tools, including SPIRES

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).

中文关系抽取

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

Distantly Supervised Relation Extraction

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

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

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)