AI RESEARCH
FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models
arXiv CS.LG
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ArXi:2605.03460v1 Announce Type: cross 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.