knowledge-graph-completion

There are 72 repositories under knowledge-graph-completion topic.

  • shaoxiongji/knowledge-graphs

    A collection of research on knowledge graphs

    Language:JavaScript1.6k626288

  • woojeongjin/dynamic-KG

    Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

    578314110

  • vaticle/typedb-ml

    TypeDB-ML is the Machine Learning integrations library for TypeDB

    Language:Python552386393

  • zjukg/NeuralKG

    [Tool] For Knowledge Graph Representation Learning

    Language:Python32794462

  • zjunlp/AutoKG

    LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

    Language:Python2827527

  • mana-ysh/knowledge-graph-embeddings

    Implementations of Embedding-based methods for Knowledge Base Completion tasks

    Language:Python256251363

  • villmow/datasets_knowledge_embedding

    Datasets for Knowledge Graph Completion with textual information about the entities

    2558156

  • MIRALab-USTC/KGE-HAKE

    The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.

    Language:Python24261953

  • daiquocnguyen/ConvKB

    A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)

    Language:Python20361839

  • zjukg/MyGO

    [Paper][Preprint 2024] MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion

    Language:Python1885144

  • intfloat/SimKGC

    ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

    Language:Python17114231

  • mklimasz/TransE-PyTorch

    Implementation of TransE model in PyTorch.

    Language:Python1471535

  • daiquocnguyen/CapsE

    A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

    Language:Python14291332

  • Mehran-k/SimplE

    SimplE Embedding for Link Prediction in Knowledge Graphs

    Language:Python1428534

  • svjan5/kg-reeval

    ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods

    Language:Python14181324

  • JD-AI-Research-Silicon-Valley/SACN

    End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion

    Language:Python11052531

  • bxshi/ConMask

    ConMask model described in paper Open-world Knowledge Graph Completion.

    Language:Python10871434

  • zjunlp/Relphormer

    [Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

    Language:Python10773111

  • zjukg/KoPA

    [Paper][Preprint 2023] Making Large Language Models Perform Better in Knowledge Graph Completion

    Language:Python1043367

  • dapurv5/neural_kbqa

    Knowledge Base Question Answering using memory networks

    Language:Python896131

  • malllabiisc/InteractE

    AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions

    Language:Python879821

  • bxshi/ProjE

    Embedding Projection for Knowledge Graph Completion

    Language:Python7661241

  • nju-websoft/DSKG

    Language:Jupyter Notebook6611227

  • datquocnguyen/STransE

    STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)

    Language:C++537216

  • daiquocnguyen/GNN-NoGE

    Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)

    Language:Python50316

  • 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

  • GemsLab/KGist

    Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)

    Language:Python35416

  • daiquocnguyen/QuatRE

    QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)

    Language:Python34303

  • vinhsuhi/JMAC

    Joint Multilingual Knowledge Graph Completion and Alignment (Findings of EMNLP 2022) (Pytorch)

    Language:Python33250

  • zhangfw123/TLT-KGE

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

    Language:Python24218

  • GKNL/SMiLE

    [EMNLP 2022 Findings] SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction

    Language:Python23202

  • MIRALab-USTC/KGEPapers

    Must-read papers on Knowledge Graph Embedding

    22306

  • spacewalk01/cnn-lstm-for-link-prediction

    Keras implementation of path-based link prediction model for knowledge graph completion

    Language:Python21019

  • nicolas-hbt/versatile-embeddings

    Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE

    Language:Python18503

  • RichardHGL/UPGAN

    This repository contains the source code for the WWW 2020 paper "Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning"

    Language:Python18447

  • nicolas-hbt/semantic-lossfunc

    Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction

    Language:Python16333