3 papers
cs.AI2026
EpiPersona: Persona Projection and Episode Coupling for Pluralistic Preference Modeling
Yujie Zhang, Weikang Yuan, Zhuoren Jiang +1
Pluralistic alignment is essential for adapting large language models (LLMs) to the diverse preferences of individuals and minority groups. However, existing approaches often mix s…
cs.CL2025
AlignSurvey: A Comprehensive Benchmark for Human Preferences Alignment in Social Surveys
Chenxi Lin, Weikang Yuan, Zhuoren Jiang +5
Understanding human attitudes, preferences, and behaviors through social surveys is essential for academic research and policymaking. Yet traditional surveys face persistent challe…
cs.CL2025
LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation
Weikang Yuan, Kaisong Song, Zhuoren Jiang +6
Legal consultation is essential for safeguarding individual rights and ensuring access to justice, yet remains costly and inaccessible to many individuals due to the shortage of pr…