knowledge-graph-reasoning

There are 3 repositories under knowledge-graph-reasoning topic.

• LIANGKE23 / Awesome-Knowledge-Graph-Reasoning

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

  extrapolation-reasoninginductive-reasoninginterpolation-reasoningknowledge-graphknowledge-graph-completeknowledge-graph-datasetknowledge-graph-reasoningmulti-modal-knowledge-graphtemporal-knowledge-graphtransductive-reasoning
  1140

• THU-KEG / Knowledge_Graph_Reasoning_Papers

  Must-read papers on knowledge graph reasoning

  knowledge-graph-reasoningmulti-hop-reasoningreinforcement-learning
  433

• THU-KEG / DacKGR

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

  knowledge-graph-reasoningmulti-hop-reasoningreinforcement-learning
  Language:Jupyter Notebook 51

• RutgersDM / DKGR

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

  aaai2022collaborative-learningknowledge-graphknowledge-graph-reasoningreinforcement-learning
  37

• LinXueyuanStdio / TFLEX

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

  knowledge-graphknowledge-graph-reasoningtemporal-knowledge-graphtemporal-logic
  Language:Jupyter Notebook 33

• MIRALab-USTC / KGRPapers

  Must-read papers on Knowledge Graph Reasoning (KGR)

  knowledge-graphknowledge-graph-reasoningpaper-list
  22

• LARS-research / AdaProp

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

  knowledge-graphknowledge-graph-reasoning
  Language:Python 20

• HKUST-KnowComp / EFO-1-QA-benchmark

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

  knowledge-graphknowledge-graph-reasoninglogic-queryquery-answeringquestion-answering
  Language:Python 19

• ysxinguo / KGE

  Some papers on knowledge graph embedding

  knowledge-base-completionknowledge-base-reasoningknowledge-graphknowledge-graph-completionknowledge-graph-embeddingknowledge-graph-reasoningknowledge-representation-learning
  18

• zxlzr / LegalPP

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

  ccks2021graph-neural-networkskgknowledge-graphknowledge-graph-reasoninglegal-domain
  Language:Python 17

• HKUST-KnowComp / LMPNN

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

  knowledge-graphknowledge-graph-reasoninglogic-querypytorchquery-answeringquestion-answering
  Language:Python 15

• arunarn2 / DeepPathwithTensorforce

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

  reinforcement-learningreinforcement-learning-algorithmstensorforcetensorflowdeeppathdeep-reinforcement-learningknowledge-graph-reasoningknowledge-graph-embeddingsnelnumpy
  Language:Python 12

• NSLab-CUK / Halal-or-Not

  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.

  cultural-inclusivenesshalalhalal-foodknowledge-graphknowledge-graph-completionknowledge-graph-embeddingknowledge-graph-reasoningveganvegan-food
  4

• anjola-adeuyi / Youtube_Ontology

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

  axiomdescription-logicsknowledge-graphknowledge-graph-reasoningknowledge-modelontologyprotegeprotege-owl-editorturtle
  Language:HTML

• canlinzhang / SiaILP

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

  inductive-link-predictionknowledge-graphknowledge-graph-reasoning
  Language:Jupyter Notebook