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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 1–10 of 14 papers

Title	Date	Tasks	Status	Hype
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction	Aug 9, 2024	Inductive Relation PredictionKnowledge Graphs	CodeCode Available	1
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding	Oct 27, 2021	Entity EmbeddingsGraph Embedding	CodeCode Available	1
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction	Jun 13, 2021	Graph Neural NetworkInductive Relation Prediction	CodeCode Available	1
Inductive Relation Prediction by BERT	Mar 12, 2021	Few-Shot LearningInductive Learning	CodeCode Available	1
Communicative Message Passing for Inductive Relation Reasoning	Dec 16, 2020	Inductive BiasInductive Relation Prediction	CodeCode Available	1
Inductive Relation Prediction by Subgraph Reasoning	Nov 16, 2019	Graph EmbeddingGraph Neural Network	CodeCode Available	1
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs	Dec 21, 2023	Inductive Relation PredictionKnowledge Graphs	CodeCode Available	0
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational Inference	Sep 7, 2023	Graph EmbeddingGraph Neural Network	CodeCode Available	0
Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers	Apr 1, 2023	Inductive Relation PredictionKnowledge Graphs	CodeCode Available	0
Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer	Jan 4, 2023	Inductive Relation PredictionKnowledge Graphs	CodeCode Available	0

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