AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

Insightful Tutorials and Papers about Knowledge Graphs

Must-read papers on knowledge graph reasoning

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects

Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"

Some papers on knowledge graph embedding

Learning to Walk with Dual Agents for Knowledge Graph Reasoning (AAAI'22)

[NeurIPS 2023] TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph

[KDD 2023] AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning

Must-read papers on Knowledge Graph Reasoning (KGR)

[ICML 2024] KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning

Benchmark for Answering Existential First Order Queries with Single Free Variable (NeurIPS dataset and benchmark 2021)

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

Logical Message Passing Networks with One-hop Inference in Atomic Formulas (ICLR 2023)

DeepPath - A Deep Reinforcement Learning Method for Knowledge Graph Reasoning using TensorForce

[COLING'25] Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion

Halal or Not is a novel Attributed Knowledge Graph Completion Model developed by NS Lab @ CUK based on pure PyTorch backend. This model aims at analyzing ingredients of everyday products to predict their cultural availability, e.g. predicting whether food or cosmetics meet halal or vegan criteria.

Inductive link prediction using purely path-based model, IJCNN 2024

A knowledge model to describe information related to social networking platforms (Youtube).