Author

Xuanming Zhang

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Jul 2026

Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements

FinIndices is a large-scale benchmark evaluating data-processing fidelity over uncropped financial statements (up to 32K tokens) and yields substantial zero-hint gains, validating that structured logic can be partially restored via data-centric alignment.

Xin Tong, Xuanming Zhang, Tian-Yi Tang et al. · arXiv.org · 0 citations