ChronoScribe: Semantic-Numerical Specialization for Instruction-Driven Time Series Forecasting.

arXiv:2610.16345v1 Announce Type: new Abstract: Recent advances in instruction-driven time series forecasting highlight a fundamental tension: systems must simultaneously master natural-language instruction following and precise numerical prediction. Current a