Revisiting LLMs as Zero-Shot Time-Series Forecasters: Small Noise Can Break Large Models

Junwoo Park, Hyuck Lee, Dohyun Lee +2

Large Language Models (LLMs) have shown remarkable performance across diverse tasks without domain-specific training, fueling interest in their potential for time-series forecastin…