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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

Showing 126150 of 156 papers

TitleStatusHype
A survey of embedding models of entities and relationships for knowledge graph completionCode0
mOKB6: A Multilingual Open Knowledge Base Completion BenchmarkCode0
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base CompletionCode0
STransE: a novel embedding model of entities and relationships in knowledge basesCode0
Neural Consciousness FlowCode0
Instance-based Learning for Knowledge Base CompletionCode0
Interpretable and Compositional Relation Learning by Joint Training with an AutoencoderCode0
Interpreting Embedding Models of Knowledge Bases: A Pedagogical ApproachCode0
IntKB: A Verifiable Interactive Framework for Knowledge Base CompletionCode0
Joint Matrix-Tensor Factorization for Knowledge Base InferenceCode0
KBGAN: Adversarial Learning for Knowledge Graph EmbeddingsCode0
KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical FeaturesCode0
Temporal Knowledge Base Completion: New Algorithms and Evaluation ProtocolsCode0
Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge BasesCode0
Knowledge Base Completion: Baseline strikes back (Again)Code0
DELE: Deductive EL^++ Embeddings for Knowledge Base CompletionCode0
Knowledge Base Completion for Long-Tail EntitiesCode0
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base CompletionCode0
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkCode0
Traversing Knowledge Graphs in Vector SpaceCode0
Regex Queries over Incomplete Knowledge BasesCode0
A Comparative Study of Distributional and Symbolic Paradigms for Relational LearningCode0
Revisiting Simple Neural Networks for Learning Representations of Knowledge GraphsCode0
OxKBC: Outcome Explanation for Factorization Based Knowledge Base CompletionCode0
Knowledge-Guided Linguistic Rewrites for Inference Rule VerificationCode0
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