Showing cs.AIShow all
3 papers · 1 filter
cs.AI2026
FinRule-Bench: A Benchmark for Joint Reasoning over Financial Tables and Principles
Arun Vignesh Malarkkan, Manan Roy Choudhury, Guangwei Zhang +4
Large language models (LLMs) are increasingly applied to financial analysis, yet their ability to audit structured financial statements under explicit accounting principles remains…
cs.AI2025
Large Language Models as Virtual Survey Respondents: Evaluating Sociodemographic Response Generation
Jianpeng Zhao, Chenyu Yuan, Weiming Luo +6
Questionnaire-based surveys are foundational to social science research and public policymaking, yet traditional survey methods remain costly, time-consuming, and often limited in…
cs.AI2025
Knowledge Protocol Engineering: A New Paradigm for AI in Domain-Specific Knowledge Work
Guangwei Zhang
The capabilities of Large Language Models (LLMs) have opened new frontiers for interacting with complex, domain-specific knowledge. However, prevailing methods like Retrieval-Augme…