FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models 事件

FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models arXiv:2605.03460v2 Announce Type: replace Abstract: Time series (TS) reasoning models (TSRMs) have shown promising capabilities in general domains, yet they consistently fail on financial domain, which exhibit unique characteristics. We propose a general 2x2 capability taxonomy for TSRMs by crossing 1) single-entity vs. multi-entity analysis with 2) assessment of the current state vs. prediction of future behavior. We instan