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knowledge-graph-reasoning

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LIANGKE23 /Awesome-Knowledge-Graph-Reasoning

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

knowledge-graph knowledge-graph-reasoning temporal-knowledge-graph knowledge-graph-dataset multi-modal-knowledge-graph inductive-reasoning transductive-reasoning knowledge-graph-complete interpolation-reasoning extrapolation-reasoning

UpdatedJul 27, 2025

heathersherry /Knowledge-Graph-Tutorials-and-Papers

Insightful Tutorials and Papers about Knowledge Graphs

awesome knowledge-graph awesome-list data-integration knowledge-base knowledge-graph-completion kg entity-linking kgqa knowledge-graph-construction knowledge-graph-reasoning knowledge-graph-embedding knowledge-graph-for-recommendation knowledge-graphs information-extration knowledge-graph-question-answering knowledge-graph-representation awesome-kg mmkg

UpdatedOct 13, 2025

THU-KEG /Knowledge_Graph_Reasoning_Papers

Must-read papers on knowledge graph reasoning

reinforcement-learning knowledge-graph-reasoning multi-hop-reasoning

UpdatedApr 16, 2021

ngl567 /KGR-Survey

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

awesome survey knowledge-graph knowledge-graph-completion few-shot-learning knowledge-graph-reasoning knowledge-graph-embedding temporal-reasoning multi-step-reasoning multi-modal-knowledge-graph inductive-reasoning large-language-model

UpdatedJul 11, 2025

THU-KEG /DacKGR

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

reinforcement-learning knowledge-graph-reasoning multi-hop-reasoning

UpdatedJun 7, 2021
Jupyter Notebook

Yueshengxia /KGE

Some papers on knowledge graph embedding

knowledge-graph knowledge-graph-completion knowledge-base-completion knowledge-graph-reasoning knowledge-graph-embedding knowledge-representation-learning knowledge-base-reasoning

UpdatedAug 30, 2025

RutgersDM /DKGR

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

reinforcement-learning knowledge-graph collaborative-learning knowledge-graph-reasoning aaai2022

UpdatedAug 22, 2022

LinXueyuanStdio /TFLEX

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

knowledge-graph temporal-logic knowledge-graph-reasoning temporal-knowledge-graph

UpdatedJun 18, 2024
Jupyter Notebook

LARS-research /AdaProp

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

knowledge-graph knowledge-graph-reasoning

UpdatedOct 26, 2023
Python

MIRALab-USTC /KGRPapers

Must-read papers on Knowledge Graph Reasoning (KGR)

knowledge-graph knowledge-graph-reasoning paper-list

UpdatedMar 16, 2020

jnanliu /KnowFormer

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

knowledge-graph knowledge-representation knowledge-graph-reasoning

UpdatedSep 20, 2024
Python

HKUST-KnowComp /EFO-1-QA-benchmark

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

knowledge-graph question-answering query-answering logic-query knowledge-graph-reasoning

UpdatedMay 3, 2023
Python

zxlzr /LegalPP

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

knowledge-graph kg graph-neural-networks knowledge-graph-reasoning ccks2021 legal-domain

UpdatedJan 5, 2022
Python

HKUST-KnowComp /LMPNN

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

pytorch knowledge-graph question-answering query-answering logic-query knowledge-graph-reasoning

UpdatedJul 21, 2023
Python

arunarn2 /DeepPathwithTensorforce

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

reinforcement-learning tensorflow numpy deep-reinforcement-learning reinforcement-learning-algorithms nel knowledge-graph-embeddings tensorforce deeppath knowledge-graph-reasoning

UpdatedMay 8, 2018
Python

LB0828 /FtG

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

adapter knowledge-graph knowledge-graph-completion knowledge-graph-reasoning large-language-models

UpdatedJan 17, 2025
Python

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.

knowledge-graph knowledge-graph-completion vegan knowledge-graph-reasoning knowledge-graph-embedding halal halal-food vegan-food cultural-inclusiveness

UpdatedJul 17, 2025
Python

canlinzhang /SiaILP

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

knowledge-graph knowledge-graph-reasoning inductive-link-prediction

UpdatedJul 15, 2024
Jupyter Notebook

anjola-adeuyi /Youtube_Ontology

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

ontology knowledge-graph turtle protege description-logics axiom knowledge-model protege-owl-editor knowledge-graph-reasoning

UpdatedApr 13, 2024
HTML

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