MAP4TS: A Multi-Aspect Prompting Framework for Time-Series Forecasting with Large Language Models

Suchan Lee, Jihoon Choi, Sohyeon Lee +4

Recent advances have investigated the use of pretrained large language models (LLMs) for time-series forecasting by aligning numerical inputs with LLM embedding spaces. However, ex…