T-SMART: Mechanism-Level Attribution for Tool-Augmented Time-Series Question Answering

Ivan Delgado, Himansi Gupta, Bishal Khatri +4

Large language models (LLMs) can struggle with time-series question answering (TS-QA), especially when numerical signals are serialized as text and require explicit computation. To…