https://github.com/knowlab/bi-weekly-paper-presentation
Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery
Papers with Code 아카이브
Graph Embedding
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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- 평가표
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- 보존된 평가 기록
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Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.
<span style="color:grey; opacity: 0.6">( Image credit: GAT )</span>
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/kouyongqi/DAEGC
Attributed Graph Clustering: A Deep Attentional Embedding Approach
https://github.com/kracr/document-level-relation-extraction
https://github.com/labmlai/annotated_deep_learning_paper_implementations
https://github.com/lars-research/red-gnn
https://github.com/leihuayi/NetworkEmbedding
https://github.com/lhrlab/dhge
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing
https://github.com/liseda-lab/KGE_Predictions_GD
Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies
https://github.com/liu6zijian/simplified-gcn-model
https://github.com/liuxinkai94/Graph-embedding
https://github.com/logic-reasoning/Paper-Reading
https://github.com/louisv123/COLGE
https://github.com/lt610/GraphSaint
https://github.com/lukecavabarrett/pna
https://github.com/marble0117/GNN_models_pytorch
https://github.com/marble0117/GNN_models_pytorch_geometric
https://github.com/marblet/GNN_models_pytorch_geometric
https://github.com/marblet/gat-pytorch
https://github.com/marina-sp/reinform
https://github.com/masakicktashiro/rgcn_pytorch_implementation
https://github.com/maysambehmanesh/SGCL
https://github.com/meaningful96/satkgc
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
https://github.com/meliketoy/graph-cnn.pytorch
https://github.com/microsoft/HittER
HittER: Hierarchical Transformers for Knowledge Graph Embeddings
https://github.com/migalkin/NodePiece
https://github.com/migalkin/NodePiece/tree/main/ogb
https://github.com/mindspore-ai/models/tree/master/official/gnn/gat
https://github.com/mindspore-ai/models/tree/master/research/nlp/rotate
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
https://github.com/miralab-ustc/qe-cone
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
https://github.com/mitya8128/experiments_notes
https://github.com/mlzxzhou/keras-gnm
https://github.com/mniepert/mmkb
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs
https://github.com/muhaochen/MTransE
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment
https://github.com/muhaochen/MTransE-tf
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment
https://github.com/nec-research/dccg
https://github.com/ninoxjy/graph-embedding
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.