2 papers
cs.LG2025
TOKON: TOKenization-Optimized Normalization for time series analysis with a large language model
Janghoon Yang
While large language models have rapidly evolved towards general artificial intelligence, their versatility in analyzing time series data remains limited. To address this limitatio…
cs.LG2025
Context information can be more important than reasoning for time series forecasting with a large language model
Janghoon Yang
With the evolution of large language models (LLMs), there is growing interest in leveraging LLMs for time series tasks. In this paper, we explore the characteristics of LLMs for ti…