作者位次 #2/5ACL 2026Findings· Findings of ACL
CTRL : Control-Based Time Series Forecasting with LLM -Guided Residual Learning
Minkyoung Kim · Daeun Ji · Yohan Lee · Beomsoo Kim · Beakcheol Jang
摘要
Time series forecasting underpins critical decision-making across diverse domains. While large language models (LLMs) offer promising reasoning capabilities, existing LLM-based time series forecasting approaches either reduce them to numerical predictors that bypass their strengths, or allow dire...