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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 125 of 156 papers

TitleStatusHype
Pre-training and Diagnosing Knowledge Base Completion ModelsCode1
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph RepresentationsCode1
Knowledge Base Completion Meets Transfer LearningCode1
Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical StudyCode1
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-CommerceCode1
K-PLUG: KNOWLEDGE-INJECTED PRE-TRAINED LANGUAGE MODEL FOR NATURAL LANGUAGE UNDERSTANDING AND GENERATIONCode1
Explaining Neural Matrix Factorization with Gradient RollbackCode1
BoxE: A Box Embedding Model for Knowledge Base CompletionCode1
Lossless Compression of Structured Convolutional Models via LiftingCode1
Knowledge Base Completion for Constructing Problem-Oriented Medical RecordsCode1
Tensor Decompositions for temporal knowledge base completionCode1
Canonical Tensor Decomposition for Knowledge Base CompletionCode1
Modeling Relational Data with Graph Convolutional NetworksCode1
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion0
Extracting triples from dialogues for conversational social agents0
Knowledge Graphs: The Future of Data Integration and Insightful Discovery0
DELE: Deductive EL^++ Embeddings for Knowledge Base CompletionCode0
Do LLMs Really Adapt to Domains? An Ontology Learning PerspectiveCode0
Efficient Parallel Multi-Hop Reasoning: A Scalable Approach for Knowledge Graph Analysis0
Evaluating the Knowledge Base Completion Potential of GPT0
Knowledge Base Completion for Long-Tail EntitiesCode0
Predicting affinity ties in a surname network0
Lattice-preserving ALC ontology embeddings with saturationCode0
Evaluating Language Models for Knowledge Base CompletionCode0
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