knowledge-graph-completion

There are 15 repositories under knowledge-graph-completion topic.

shaoxiongji / knowledge-graphs
A collection of research on knowledge graphs
knowledge-graph representation-learning relation-extraction reasoning natural-language-processing temporal-knowledge-graph ner commonsense meta-relational-learning cross-modal knowledge-graph-completion question-answering dialogue-systems recommendation-systems information-retrieval survey paper
Language:JavaScript 1770
heathersherry / Knowledge-Graph-Tutorials-and-Papers
Insightful Tutorials and Papers about Knowledge Graphs
entity-linking knowledge-base knowledge-graph mmkg kgqa awesome awesome-kg awesome-list information-extration kg knowledge-graph-embedding knowledge-graphs knowledge-graph-construction knowledge-graph-reasoning data-integration knowledge-graph-completion knowledge-graph-question-answering knowledge-graph-for-recommendation knowledge-graph-representation
961
woojeongjin / dynamic-KG
Dynamic (Temporal) Knowledge Graph Completion (Reasoning)
knowledge-graph-completion dynamic knowledge-base knowledge-graph temporal-data
601
typedb / typedb-ml
TypeDB-ML is the Machine Learning integrations library for TypeDB
grakn graql machine-learning artificial-intelligence ml knowledge-graph knowledgebase link-prediction relational-learning knowledge-graph-completion graph-convolutional-networks graph-networks neural-network python tensorflow graph graphs ai geometric-deep-learning
Language:Python 552
zjunlp / AutoKG
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
chatgpt event-extraction gpt4 information-extraction knowledge-graph knowledge-graph-completion knowledge-graph-construction link-prediction relation-extraction relational-triple-extraction large-language-models
Language:Python 458
zjukg / NeuralKG
[Tool] For Knowledge Graph Representation Learning
python pytorch-lightning deep-learning machine-learning knowledge-graph knowledge-graph-embeddings link-prediction knowledge-graph-completion neuralkg
Language:Python 388
villmow / datasets_knowledge_embedding
Datasets for Knowledge Graph Completion with textual information about the entities
knowledge-graph knowledge-graphs-embeddings knowledgebase dataset text wn18 wn18rr wordnet knowledge-graph-completion kgc
280
zjukg / MyGO
[Paper][AAAI 2025] (MyGO)Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
contrastive-learning knowledge-graph-completion multi-modal multi-modal-fusion multi-modal-knowledge-graph mygo tokenization
Language:Python 263
mana-ysh / knowledge-graph-embeddings
Implementations of Embedding-based methods for Knowledge Base Completion tasks
knowledge-graph-completion embedding-models knowledge-graph-embeddings knowledge-graph
Language:Python 259
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.
knowledge-graph knowledge-graph-embeddings knowledge-graph-completion
Language:Python 256
intfloat / SimKGC
ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
knowledge-graph-completion contrastive-learning natural-language-processing
Language:Python 207
zjukg / KoPA
[Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion
instruction-tuning knowledge-graph knowledge-graph-completion knowledge-graph-embeddings large-language-models multi-modal multimodal-large-language-models
Language:Python 205
daiquocnguyen / ConvKB
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
knowledge-base-completion knowledge-base-embeddings link-prediction knowledge-graph-completion knowledge-graph-embeddings wn18rr fb15k237 convolutional-neural-network pytorch-implementation knowledge-graphs
Language:Python 204
mklimasz / TransE-PyTorch
Implementation of TransE model in PyTorch.
knowledge-graph-completion knowledge-graph-embedding knowledge-graph-embeddings link-prediction
Language:Python 162
svjan5 / kg-reeval
ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods
acl2020 knowledge-graph knowledge-graph-completion deep-learning
Language:Python 147
daiquocnguyen / CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
knowledge-graph-completion knowledge-graph-embeddings link-prediction knowledge-base-completion knowledge-base-embeddings search-personalization capsule-network capsule-neural-networks knowledge-graph knowledge-base
Language:Python 146
Mehran-k / SimplE
SimplE Embedding for Link Prediction in Knowledge Graphs
knowledge-graph knowledgebase link-prediction knowledge-graph-completion knowledge-graph-embeddings relational-learning tensor-factorization tensorflow knowledge-base knowledge-base-completion statistical-relational-learning starai
Language:Python 145
zjunlp / Relphormer
[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation
kg transformer knowledge-graph knowledge-graph-completion question-answering recommendation-system knowledge-graph-representation fb15k-237 link-prediction umls wn18rr relphormer
Language:Python 140
JD-AI-Research-Silicon-Valley / SACN
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion
knowledge-graph-completion knowledge-graph pytorch graph-convolutional-networks sacn
Language:Python 114
bxshi / ConMask
ConMask model described in paper Open-world Knowledge Graph Completion.
knowledge-graph-completion conmask-model dataset tensorflow network-embedding representation-learning
Language:Python 109
malllabiisc / InteractE
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
deep-learning knowledge-graph-embeddings knowledge-graph-completion pytorch aaai2020
Language:Python 89
dapurv5 / neural_kbqa
Knowledge Base Question Answering using memory networks
tensorflow tensorflow-experiments deep-learning question-answering memory-network python knowledge-graph-completion machine-learning natural-language-processing
Language:Python 87
bxshi / ProjE
Embedding Projection for Knowledge Graph Completion
knowledge-graph-completion neural-network tensorflow
Language:Python 75
ngl567 / KGR-Survey
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
awesome few-shot-learning inductive-reasoning knowledge-graph knowledge-graph-completion knowledge-graph-embedding knowledge-graph-reasoning large-language-model multi-modal-knowledge-graph multi-step-reasoning survey temporal-reasoning
70
nju-websoft / DSKG
knowledge-graph-completion deep-sequential-model recurrent-neural-network
Language:Jupyter Notebook 65
daiquocnguyen / GNN-NoGE
Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)
knowledge-graph-embeddings knowledge-graph-completion link-prediction graph-neural-networks knowledge-base-completion hamilton-product graph-representation-learning quaternion-algebra
Language:Python 60
datquocnguyen / STransE
STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
knowledge-graph-completion link-prediction transe stranse knowledge-base-completion knowledge-graph-embeddings embedding-models
Language:C++ 54
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.
tensor-factorization knowledge-graph-completion knowledge-graph knowledge-graph-embedding kge-dura
Language:Python 51
Yueshengxia / KGE
Some papers on knowledge graph embedding
knowledge-base-completion knowledge-base-reasoning knowledge-graph knowledge-graph-completion knowledge-graph-embedding knowledge-graph-reasoning knowledge-representation-learning
48
zjukg / NATIVE
[Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild
adversarial-learning imbalanced-learning incomplete-data knowledge-graph knowledge-graph-completion multi-modal multi-modal-fusion multi-modal-knowledge-graph
Language:Python 44
RManLuo / NP-FKGC
Official code implementation for SIGIR 23 paper Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion
few-shot-learning gnn graph-neural-networks knowledge-graph knowledge-graph-completion neural-processes sigir
Language:Python 42
daiquocnguyen / QuatRE
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)
knowledge-graph-embeddings knowledge-graph-completion knowledge-base-completion link-prediction quaternion-algebra hamilton-product
Language:Python 38
GemsLab / KGist
Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)
knowledge-graph knowledge-graph-completion minimum-description-length dbpedia nell rule-mining graph-summarization mdl webconf www2020
Language:Python 38
vinhsuhi / JMAC
Joint Multilingual Knowledge Graph Completion and Alignment (Findings of EMNLP 2022) (Pytorch)
knowledge-graph-alignment knowledge-graph-completion knowledge-graph-embeddings jmac
Language:Python 37
zjukg / MoMoK
[Paper][ICLR 2025] Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
contrastive-learning knowledge-graph knowledge-graph-completion knowledge-graph-embeddings mixture-of-experts multi-modal-fusion multi-modal-knowledge-graph mutual-information
Language:Python 37
zjukg / AdaMF-MAT
[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
adversarial-learning imbalanced-data imbalanced-learning knowledge-graph knowledge-graph-completion multi-modal multi-modal-fusion multi-modal-knowledge-graph multi-modality negative-sampling
Language:Python 36