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cs.LG2026

TIMBRE: Teaching Time Series Forecasters to Read, Remember, and Reconcile

Xinyu Guan, Zhirong Zhang, Hongyuan Liu +4

Event-informed forecasting requires translating reports and historical responses into changes to a numerical forecast. We propose TIMBRE (Temporal Integration of Memory-Based Respo…