FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning

ArXi:2506.02515v4 Announce Type: replace-cross Multi-step symbolic reasoning is essential for robust financial analysis; yet, current benchmarks largely overlook this capability. Existing datasets such as FinQA and ConvFinQA emphasize final numerical answers while neglecting the intermediate reasoning steps required for transparency and verification. To address this gap, we