AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
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Updated
Jul 7, 2024
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
[NeurIPS 2023] TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
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.
Some papers on knowledge graph embedding
A knowledge model to describe information related to social networking platforms (Youtube).
[KDD 2023] AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning
Logical Message Passing Networks with One-hop Inference in Atomic Formulas (ICLR 2023)
Benchmark for Answering Existential First Order Queries with Single Free Variable (NeurIPS dataset and benchmark 2021)
Learning to Walk with Dual Agents for Knowledge Graph Reasoning (AAAI'22)
Source code and dataset for the CCKS2021 paper "Text-guided Legal Knowledge Graph Reasoning".
Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"
Must-read papers on knowledge graph reasoning
Must-read papers on Knowledge Graph Reasoning (KGR)
DeepPath - A Deep Reinforcement Learning Method for Knowledge Graph Reasoning using TensorForce
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