Knowledge Base Completion

Knowledge base completion is the task which automatically infers missing facts by reasoning about the information already present in the knowledge base. A knowledge base is a collection of relational facts, often represented in the form of "subject", "relation", "object"-triples.

Papers

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Showing 51–75 of 156 papers

Title	Date	Tasks	Status	Score
Knowledge-Guided Linguistic Rewrites for Inference Rule Verification	Jun 1, 2016	Knowledge Base CompletionKnowledge Base Population	CodeCode Available	5
Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach	Jun 18, 2017	Graph Neural NetworkKnowledge Base Completion	CodeCode Available	5
FALCON: Scalable Reasoning over Inconsistent ALC Ontologies	Aug 16, 2022	Knowledge Base Completion	CodeCode Available	5
Fast Linear Model for Knowledge Graph Embeddings	Oct 30, 2017	General ClassificationKnowledge Base Completion	CodeCode Available	5
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion	Aug 1, 2018	Knowledge Base CompletionMachine Translation	CodeCode Available	5
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols	May 2, 2020	Knowledge Base CompletionKnowledge Graph Completion	CodeCode Available	5
Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs	Jul 5, 2025	Graph Neural NetworkInformation Retrieval	CodeCode Available	5
Time in a Box: Advancing Knowledge Graph Completion with Temporal Scopes	Nov 12, 2021	Knowledge Base CompletionKnowledge Graph Completion	CodeCode Available	5
Knowledge Base Completion: Baseline strikes back (Again)	May 2, 2020	AllKnowledge Base Completion	CodeCode Available	5
Lattice-preserving ALC ontology embeddings with saturation	May 11, 2023	DescriptiveKnowledge Base Completion	CodeCode Available	5
KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features	Sep 14, 2017	Knowledge Base CompletionRepresentation Learning	CodeCode Available	5
KBGAN: Adversarial Learning for Knowledge Graph Embeddings	Nov 11, 2017	Graph EmbeddingKnowledge Base Completion	CodeCode Available	5
A survey of embedding models of entities and relationships for knowledge graph completion	Mar 23, 2017	Knowledge Base CompletionKnowledge Graph Completion	CodeCode Available	5
Regex Queries over Incomplete Knowledge Bases	May 1, 2020	Knowledge Base CompletionLink Prediction	CodeCode Available	5
Modeling Relation Paths for Representation Learning of Knowledge Bases	Jun 1, 2015	Knowledge Base CompletionRelation	CodeCode Available	5
Knowledge Base Completion for Long-Tail Entities	Jun 30, 2023	Knowledge Base CompletionRetrieval	CodeCode Available	5
Ranking vs. Classifying: Measuring Knowledge Base Completion Quality	Feb 2, 2021	Knowledge Base CompletionModel Selection	CodeCode Available	5
Instance-based Learning for Knowledge Base Completion	Nov 13, 2022	Knowledge Base Completion	CodeCode Available	5
Improving Neural Knowledge Base Completion with Cross-Lingual Projections	Apr 1, 2017	Knowledge Base CompletionLink Prediction	—Unverified	0
Improved Knowledge Base Completion by Path-Augmented TransR Model	Oct 6, 2016	Knowledge Base CompletionLink Prediction	—Unverified	0
Corpus-level Fine-grained Entity Typing	Aug 7, 2017	Entity TypingKnowledge Base Completion	—Unverified	0
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion	Aug 14, 2019	Knowledge Base CompletionKnowledge Graph Embeddings	—Unverified	0
Continuous and Interactive Factual Knowledge Learning in Verification Dialogues	Oct 15, 2020	Knowledge Base CompletionWorld Knowledge	—Unverified	0
HEAT: Hyperedge Attention Networks	Jan 28, 2022	Knowledge Base Completion	—Unverified	0
Context-aware Path Ranking for Knowledge Base Completion	Dec 20, 2017	Knowledge Base Completion	—Unverified	0

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