SOTAVerified

Inductive knowledge graph completion

Papers

Showing 1120 of 20 papers

TitleStatusHype
Relational Message Passing for Fully Inductive Knowledge Graph CompletionCode1
StATIK: Structure and Text for Inductive Knowledge Graph CompletionCode1
INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding0
Inductive Entity Representations from Text via Link PredictionCode1
Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge GraphsCode0
Towards Learning Instantiated Logical Rules from Knowledge GraphsCode0
Inductive Relation Prediction by Subgraph ReasoningCode1
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language RepresentationCode0
DRUM: End-To-End Differentiable Rule Mining On Knowledge GraphsCode0
RuDaS: Synthetic Datasets for Rule Learning and Evaluation ToolsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BLP-ComplExHits@100.88Unverified
2BLP-SimplEHits@10.29Unverified
3KEPLER-Wiki-relHits@10.22Unverified
#ModelMetricClaimedVerifiedStatus
1BLP-TransEHit@100.58Unverified
2BLP-ComplExHits@10.16Unverified
#ModelMetricClaimedVerifiedStatus
1BLP-TransEHit@10.11Unverified