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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

TitleStatusHype
Continuous and Interactive Factual Knowledge Learning in Verification Dialogues—0
A Survey on Graph Neural Networks for Knowledge Graph Completion—0
Temporal Knowledge Base Completion: New Algorithms and Evaluation ProtocolsCode0
Knowledge Base Completion: Baseline strikes back (Again)Code0
Regex Queries over Incomplete Knowledge BasesCode0
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning—0
Revisiting Evaluation of Knowledge Base Completion Models—0
OxKBC: Outcome Explanation for Factorization Based Knowledge Base CompletionCode0
Mining Commonsense Facts from the Physical World—0
Knowledge Graph Embedding via Graph Attenuated Attention Networks—0
Reasoning Over Paths via Knowledge Base Completion—0
Commonsense Knowledge Base Completion with Structural and Semantic ContextCode0
Projected Canonical Decomposition for Knowledge Base Completion—0
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph ReasoningCode0
Text-Based Joint Prediction of Numeric and Categorical Attributes of Entities in Knowledge Bases—0
Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation—0
Distributional Negative Sampling for Knowledge Base Completion—0
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion—0
Meta Reasoning over Knowledge Graphs—0
Modeling Paths for Explainable Knowledge Base CompletionCode0
Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns—0
Learning Attention-based Embeddings for Relation Prediction in Knowledge GraphsCode0
Neural Markov Logic Networks—0
Neural Consciousness FlowCode0
Path Ranking with Attention to Type HierarchiesCode0
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