knowledge-graph-embedding

There are 46 repositories under knowledge-graph-embedding topic.

  • nju-websoft/OpenEA

    A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

    Language:Python536165582

  • Zhankun-Xiong/Recommendation-system-based-on-knowledge-graph-embedding

    Recommendation system based on knowledge graph embedding

    Language:Python1577148

  • mklimasz/TransE-PyTorch

    Implementation of TransE model in PyTorch.

    Language:Python1521534

  • nju-websoft/BootEA

    Bootstrapping Entity Alignment with Knowledge Graph Embedding, IJCAI 2018

    Language:Python1498939

  • nju-websoft/MultiKE

    Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019

    Language:Python11581629

  • nju-websoft/JAPE

    Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding, ISWC 2017

    Language:Python10061122

  • nju-websoft/RSN

    Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019

    Language:Jupyter Notebook1009717

  • nju-websoft/AliNet

    Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020

    Language:Python975615

  • StephanieWyt/RDGCN

    Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.

    Language:Python7641215

  • stmrdus/tkger

    Some papers on Temporal Knowledge Graph Embedding and Reasoning

    Language:Python51103

  • MIRALab-USTC/KGE-DURA

    The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.

    Language:Python50349

  • zjukg/MorsE

    [Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding

    Language:Python43547

  • bi-graph/Emgraph

    A Python library for knowledge graph representation learning (graph embedding).

    Language:Python39343

  • nju-websoft/TransEdge

    TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019

    Language:Python28502

  • zhangfw123/TLT-KGE

    Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion

    Language:Python27318

  • MIRALab-USTC/KGEPapers

    Must-read papers on Knowledge Graph Embedding

    25306

  • tranhungnghiep/AnalyzeKGE

    Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion

    Language:Python25408
  • kiez

    dobraczka/kiez

    🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings

    Language:Python24593
  • ProcrustEs-KGE

    Pzoom522/ProcrustEs-KGE

    Code for "Highly Efficient Knowledge Graph Embedding Learning with Closed-Form Orthogonal Procrustes Analysis" (NAACL 2021)

    Language:Python24223

  • Yueshengxia/KGE

    Some papers on knowledge graph embedding

    23101

  • tranhungnghiep/MEIM-KGE

    Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction (IJCAI 2022).

    Language:Python20304

  • yubinCloud/kg2vec

    Reproduceing the models of Knowledge Representation Learning (KRL), such as TransE, TransH etc.

    Language:Python20113

  • ZihengZZH/OntoEA

    OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding @ ACL'21

    Language:Python20364

  • dodo47/cyberML

    Machine learning on knowledge graphs for context-aware security monitoring (data and model)

    Language:Jupyter Notebook17105

  • tranhungnghiep/KG20C

    A Scholarly Knowledge Graph Benchmark Dataset

    16201

  • ShihanYang/UKGEbert

    Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model

    Language:Python15311

  • RichardHGL/Awesome-KGC

    Some related projects and research about knowledge graph completion task

    12203

  • AynurGuluzade/DARLING

    Source code for the paper "Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records"

    Language:Python10101

  • felix-martel/taxonomy-extraction

    Unsupervised, geometry-based taxonomy learning for knowledge graphs

    Language:Python10102

  • NSLab-CUK/LiteralKG

    LiteralKG is a novel Attributed Knowledge Graph Embedding Model developed by NS Lab @ CUK based on pure PyTorch backend.

    Language:Python7211

  • rlafraie/OpenKE-PuTransE

    An implementation of the inductive knowledge graph embedding technique Parallel Universe TransE (puTransE) built upon the OpenKE framework.

    Language:Python5101

  • SHA-T/InteractiveKGE

    Knowledge Graph Embedding with interactive live visualization.

    Language:Python5301

  • tranhungnghiep/MEI-KGE

    High-performance implementations of W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, and MEI. Paper: Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion (ECAI 2020).

    Language:Python5301

  • 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.

    4100

  • ichise-laboratory/tuckerdncaching

    We extend the idea of reducing false negatives by adopting a Tucker decomposition representation to enhance the semantic soundness of latent relations among entities by introducing a relation feature space.

    Language:Python3110

  • wrk226/TransE-Neo4j-Java

    It is the java implantation of paper "Translating Embeddings for Modeling Multi-relational Data".

    Language:Java3203