arXiv cs.CL
· Papers
Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements
arXiv:2607.28661v1 Announce Type: new Abstract: Do Large Language Models (LLMs) possess genuine structural reasoning, or merely rely on surface-level pattern matching? The financial domain, demanding numerical precision and multi-step logic over long contexts, is an ideal testbed. Existing benchmarks fail to capture re