Author

X. Li

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Jul 2026

FinanceComplexQA: Benchmarking Agentic Reasoning on Industrial-grade Financial Documents

This work designs Finance-LaTeX SKILL, a skill for synthesizing financial documents with complex layouts based on expert knowledge, and introduces FinanceComplexQA, a comprehensive open-ended generation benchmark for financial documents that closely resembles real-world scenarios.

Xianfu Cheng, Shiwei Zhang, Jiyu Zhao et al. · arXiv.org · 2 citations

#natural language process... Preprint Feb 2026

An evidence-guided reinforcement learning method to improve psychiatric reasoning in small language models

ClinMPO improved performance across two complementary schemes covering ICD-11 diagnostic categories and psychiatric practice competencies and Blinded assessment by three clinicians showed improved rationale quality across CPTS criteria.

Xinxin Lin, Guangxin Dai, Y. Zhong et al. · 1 citation