2 papers
cs.CL2026
Is This Evidence Decision-Critical? Learning to Verify Rule-Governed Decisions
Haoyang Zhang, Jianpeng Zhao, Qi Hao +1
Rule-based reasoning, as in eligibility checks and contract reviews, requires language models to assess evidence against individual conditions and combine their judgments under exp…
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…