TS-Debate: Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning

Patara Trirat, Jin Myung Kwak, Jay Heo +2

Recent progress at the intersection of large language models (LLMs) and time series (TS) analysis has revealed both promise and fragility. While LLMs can reason over temporal struc…