Papers Time-interval Prediction
“Time-interval Prediction” 태그가 달린 논문 4편 · 필터 해제
Leveraging Pre-trained Language Models for Time Interval Prediction in Text-Enhanced Temporal Knowledge Graphs
Most knowledge graph completion (KGC) methods learn latent representations of entities and relations of a given graph by mapping them into a vector space. Although the majority of these methods focus on static knowledge …
Knowledge Graph CompletionKnowledge GraphsLink PredictionRepresentation Learning+3NeuSTIP: A Novel Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs
While Knowledge Graph Completion (KGC) on static facts is a matured field, Temporal Knowledge Graph Completion (TKGC), that incorporates validity time into static facts is still in its nascent stage. The KGC methods fall…
Knowledge Graph CompletionKnowledge GraphsLanguage ModelingLanguage Modelling+4Time in a Box: Advancing Knowledge Graph Completion with Temporal Scopes
Almost all statements in knowledge bases have a temporal scope during which they are valid. Hence, knowledge base completion (KBC) on temporal knowledge bases (TKB), where each statement \textit{may} be associated with a…
Knowledge Base CompletionKnowledge Graph CompletionLink PredictionTime-interval Prediction+1Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols
Temporal knowledge bases associate relational (s,r,o) triples with a set of times (or a single time instant) when the relation is valid. While time-agnostic KB completion (KBC) has witnessed significant research, tempora…
Knowledge Base CompletionKnowledge Graph CompletionKnowledge GraphsLink Prediction+5