Popular GitHub Repositories for Hacm Kg

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

Awesome papers about unifying LLMs and KGs

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable Graph) framework. Core Capabilities: 1) domain model constrained knowledge modeling, 2) facts and logic fused representation, 3) natively support KAG...

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

Insightful Tutorials and Papers about Knowledge Graphs

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

KG-BERT: BERT for Knowledge Graph Completion

An Innovative Agent Framework Driven by KG Engine

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

基于Pytorch和torchtext的知识图谱深度学习框架。

Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"

Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".

Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs

Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"

[NeurIPS'24] Knowledge Graph Fine-Tuning with Open-World Knowledge