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Inductive Link Prediction
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In inductive link prediction inference is performed on a new, unseen graph whereas classical transductive link prediction performs both training and inference on the same graph.
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/MIRALab-USTC/KG-TACT
공식 코드Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs
https://github.com/Tebmer/SNRI
공식 코드Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs
https://github.com/ahmedesamy/leap
공식 코드Leap: Inductive Link Prediction via Learnable TopologyAugmentation
https://github.com/canlinzhang/siailp
공식 코드Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks
https://github.com/carpenter-singh-lab/motive
공식 코드MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction
https://github.com/dfdazac/blp
공식 코드Inductive Entity Representations from Text via Link Prediction
https://github.com/genetasefa/raild
공식 코드RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs
https://github.com/gjiaying/hyperpave
공식 코드https://github.com/graph-com/neighborhood-aware-temporal-network
공식 코드Neighborhood-aware Scalable Temporal Network Representation Learning
https://github.com/lavis-nlp/irt2
공식 코드IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale
https://github.com/leapxcheng/rawnp
공식 코드https://github.com/mali-git/hyper_relational_ilp
공식 코드Improving Inductive Link Prediction Using Hyper-Relational Facts
https://github.com/ninecl/dekg-ilp
공식 코드Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction
https://github.com/ninggirsu/run-gnn
공식 코드Towards Enhancing Relational Rules for Knowledge Graph Link Prediction
https://github.com/nomisto/inductiveeval
공식 코드https://github.com/purdueminds/isdea
공식 코드Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types
https://github.com/pykeen/ilpc2022
공식 코드An Open Challenge for Inductive Link Prediction on Knowledge Graphs
https://github.com/solashirai/www-evcbr
공식 코드Event Prediction using Case-Based Reasoning over Knowledge Graphs
https://github.com/uma-pi1/wikidata5m-si
공식 코드A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
https://github.com/working-yuhao/DEAL
공식 코드Inductive Link Prediction for Nodes Having Only Attribute Information
https://github.com/yin-gz/nary-inductive-subgraph
공식 코드Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning
https://github.com/alisadeghian/DRUM
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
https://github.com/graph-com/nlb
Neighborhood-aware Scalable Temporal Network Representation Learning
https://github.com/raphaelsty/mkb
Inductive Entity Representations from Text via Link Prediction
https://github.com/xiongbo010/neste
Improving Inductive Link Prediction Using Hyper-Relational Facts
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.