cd/entity/SERAFยท homeโ€บ entitiesโ€บ SERAF
grep -l @seraf /news/*.json | wc -l โ†’ 1

SERAF

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04:00
2026-06-16
arxiv.org
machine-learning

Semantics-Enhanced Retrieval-Augmented Time Series Forecasting

Researchers propose SERAF, a semantics-enhanced retrieval-augmented time series forecasting framework that retrieves both historical time series segments and their self-generated textual descriptions โ€ฆ