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- FusionAwareTemporalModule type Workflow assertion.
- FusionAwareTemporalModule label "Fusion-Aware Temporal Module" assertion.
- FusionAwareTemporalModule comment "This module deeply integrates natural language prompt embeddings (derived from the LLM) with time series data. It aligns pooled text features with temporal segments and uses multi-scale convolutions to combine them effectively. This process aims to create a unified representation by merging semantic knowledge from the LLM with temporal patterns, thereby enhancing the model's ability to learn complex patterns for time series tasks." assertion.
- FusionAwareTemporalModule subject SynergizedKnowledgeRepresentation assertion.
- FusionAwareTemporalModule hasTopCategory SynergizedLLMKG assertion.