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FinanceComplexQA: Benchmarking Agentic Reasoning on Industrial-grade Financial Documents

4 upvotes · 21 JUL 2026 · Xianfu Cheng, Shiwei Zhang, Jiyu Zhao et al.

This paper creates a benchmark for testing the ability of AI agents to understand and analyze complex financial documents, and uses it to evaluate the performance of different agents in this task. Practitioners in finance and AI research can care about this work because it aims to improve the accuracy and reliability of financial document analysis.

agentic reasoningfinancial documentsopen-ended generationquestion-answeringbenchmarking