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cs.IR2025
Multi-Stage Field Extraction of Financial Documents with OCR and Compact Vision-Language Models
Yichao Jin, Yushuo Wang, Qishuai Zhong +3
Financial documents are essential sources of information for regulators, auditors, and financial institutions, particularly for assessing the wealth and compliance of Small and Med…
cs.CL2025
Evaluating LLM Adaptation to Sociodemographic Factors: User Profile vs. Dialogue History
Qishuai Zhong, Zongmin Li, Siqi Fan +1
Effective engagement by large language models (LLMs) requires adapting responses to users' sociodemographic characteristics, such as age, occupation, and education level. While man…