Popular GitHub Repositories for Kg

Awesome papers about unifying LLMs and KGs

Insightful Tutorials and Papers about Knowledge Graphs

An Innovative Agent Framework Driven by KG Engine

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"

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

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

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

OntoMerger is an ontology alignment library for deduplicating knowledge graph nodes that represent the same domain.

Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.

[NLPCC 2023] Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings with Language Models

Source code and dataset for the CCKS2021 paper "Text-guided Legal Knowledge Graph Reasoning".

Including Knowledge Graph and Neural Language Processing (especially information extraction) papers from 20 top conferences:

开源知识图谱

[WWW 2025] Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning

Dataset of a collection of commonsense knowledge assertions relevant for the autonomous driving (AD) domain.