4 papers
Toward Contemplative LLM: A Modular Framework for Evaluating and Enhancing LLM Alignment in Mental Health
Asher Sprigler, Yang-Yang Feng, Iftach Amir +5
Contemplative traditions have long guided ethical behavior and prosocial interaction, and recent work suggests that contemplative principles (e.g., mindfulness, compassion, non-dua…
CARE-MH: Towards Unified, Reproducible, and Comparable Evaluation of Mental Health LLMs
Asher Sprigler, Yixue Zhao, Yi Ding
Large language models (LLMs) are increasingly used to provide mental health support, requiring reliable evaluation of safety, empathy, and therapeutic appropriateness. However, exi…
Predicting and Understanding College Student Mental Health with Interpretable Machine Learning
Meghna Roy Chowdhury, Wei Xuan, Shreyas Sen +2
Mental health issues among college students have reached critical levels, significantly impacting academic performance and overall wellbeing. Predicting and understanding mental he…
Unlocking Mental Health: Exploring College Students' Well-being through Smartphone Behaviors
Wei Xuan, Meghna Roy Chowdhury, Yi Ding +1
The global mental health crisis is a pressing concern, with college students particularly vulnerable to rising mental health disorders. The widespread use of smartphones among youn…