作者位次 #5/10ACL 2026Poster· Natural Language Processing
G en PT : Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing
Ming Wang · Shuang Wu · Bixuan Wang · Lu Lin · Yuxin Chen · Xiaocui Yang · Daling Wang · Shi Feng · Yifei Zhang · Yufan Sun
摘要
Self-report questionnaires remain the default tool for probing the psychological characteristics of Large Language Model (LLM) agents, yet classical instruments (BFI, BDI, MBTI, BSS) inherit three well-known threats under LLMs: contamination from training corpora, directional bias under social-de...