作者位次 #19/25ACL 2026Poster· Natural Language Processing
F in C hain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
Zhuohan Xie · Daniil Orel · Rushil Thareja · Dhruv Sahnan · Hachem Madmoun · Fan Zhang · Debopriyo Banerjee · Georgi Nenkov Georgiev · Xueqing Peng · Lingfei Qian · Jimin Huang · Jinyan Su · Aaryamonvikram Singh · Rui Xing · Rania Elbadry · Chen Xu · Haonan Li · Fajri Koto · Ivan Koychev · Tanmoy Chakraborty · Yuxia Wang · Salem Lahlou · Veselin Stoyanov · Sophia Ananiadou · Preslav Nakov
摘要
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 verif...