Author

Tian-Yi Zhang

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Open access Oct 2026

Affective and interpersonal expression in young adults during simulated interviews: implications for mental health research

Simulated interviews could provide behavioral information for young-adult mental-health research, including studies of social-evaluative anxiety. Their value depends on reliable observer impressions and interpretable links to participants’ self-reports. We examined personality expression, affective communication, s...

Tian-Yi Zhang, Kai-Ning Chang · Frontiers in Psychiatry · 0 citations

#artificial intelligence Preprint Oct 2026

Cross-Protocol Personality Assessment with LLMs: Aligning Behavioral Evidence with Human Ratings

The empirical experiments show that human-rated evidence from one protocol can support personality assessment under another without target-specific supervision or retraining, and the Cross-protocol Evidence-grounded Personality Assessment framework is proposed, which aligns behavioral representations across interview p...

Shan Wei, Tian-Yi Zhang, Yuan Zong et al. · 0 citations