3 papers
cs.LG2026
EmoTrack: Robust Depression Tracking from Counseling Transcripts across Session Regimes
Zhaomin Wu, Jiayi Li, Bingsheng He
Text-based counseling is an important interface for AI mental-health support, where transcripts may be used to monitor depression severity and flag sessions requiring timely human…
cs.CL2025
A Tale of Two Identities: An Ethical Audit of Human and AI-Crafted Personas
Pranav Narayanan Venkit, Jiayi Li, Yingfan Zhou +2
As LLMs (large language models) are increasingly used to generate synthetic personas particularly in data-limited domains such as health, privacy, and HCI, it becomes necessary to…
cs.CL2025
Can Third-parties Read Our Emotions?
Jiayi Li, Yingfan Zhou, Pranav Narayanan Venkit +4
Natural Language Processing tasks that aim to infer an author's private states, e.g., emotions and opinions, from their written text, typically rely on datasets annotated by third-…