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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 101–150 of 156 papers

TitleStatusHype
Do LLMs Really Adapt to Domains? An Ontology Learning PerspectiveCode0
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph ReasoningCode0
Effective Few-Shot Named Entity Linking by Meta-LearningCode0
Learning from positive and unlabeled data: a surveyCode0
Type-Sensitive Knowledge Base Inference Without Explicit Type SupervisionCode0
BERTnesia: Investigating the capture and forgetting of knowledge in BERTCode0
Embedding Multimodal Relational Data for Knowledge Base CompletionCode0
End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionCode0
Evaluating Language Models for Knowledge Base CompletionCode0
Robust and Efficient Imbalanced Positive-Unlabeled Learning with Self-supervisionCode0
DELE: Deductive EL^++ Embeddings for Knowledge Base CompletionCode0
Commonsense Knowledge Base Completion with Structural and Semantic ContextCode0
Capacity and Bias of Learned Geometric Embeddings for Directed GraphsCode0
Scalable knowledge base completion with superposition memoriesCode0
Fact Discovery from Knowledge Base via Facet DecompositionCode0
FALCON: Scalable Reasoning over Inconsistent ALC OntologiesCode0
Fast Linear Model for Knowledge Graph EmbeddingsCode0
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph CompletionCode0
Scene Graph Prediction with Limited LabelsCode0
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
Ranking vs. Classifying: Measuring Knowledge Base Completion QualityCode0
Modeling relation paths for knowledge base completion via joint adversarial trainingCode0
Modeling Paths for Explainable Knowledge Base CompletionCode0
BERTnesia: Investigating the capture and forgetting of knowledge in BERTCode0
Modeling Relation Paths for Representation Learning of Knowledge BasesCode0
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
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base CompletionCode0
Knowledge Base Completion for Long-Tail EntitiesCode0
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge BasesCode0
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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