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Inductive Relation Prediction

Inductive setting of the knowledge graph completion task. This requires a model to perform link prediction on an entirely new test graph with new set of entities.

Papers

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Showing 1–14 of 14 papers

TitleStatusHype
Learning Rule-Induced Subgraph Representations for Inductive Relation PredictionCode1
Anchoring Path for Inductive Relation Prediction in Knowledge GraphsCode0
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational InferenceCode0
Inductive Relation Prediction from Relational Paths and Context with Hierarchical TransformersCode0
Multi-Aspect Explainable Inductive Relation Prediction by Sentence TransformerCode0
Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction—0
Meta-Knowledge Transfer for Inductive Knowledge Graph EmbeddingCode1
Cycle Representation Learning for Inductive Relation PredictionCode0
A Topological View of Rule Learning in Knowledge Graphs—0
Inductive Relation Prediction Using Analogy Subgraph Embeddings—0
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link PredictionCode1
Inductive Relation Prediction by BERTCode1
Communicative Message Passing for Inductive Relation ReasoningCode1
Inductive Relation Prediction by Subgraph ReasoningCode1
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