Výsledky vyhledávání - "BIRNBAUM, MICHAEL L."

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Do Large Language Models Align with Core Mental Health Counseling Competencies?

Autor: Nguyen, Viet Cuong, Taher, Mohammad, Hong, Dongwan, Possobom, Vinicius Konkolics, Gopalakrishnan, Vibha Thirunellayi, Raj, Ekta, Li, Zihang, Soled, Heather J., Birnbaum, Michael L., Kumar, Srijan, De Choudhury, Munmun

The rapid evolution of Large Language Models (LLMs) offers promising potential to alleviate the global scarcity of mental health professionals. However, LLMs' alignment with essential mental health counseling competencies remains understudied. We int

Externí odkaz: http://arxiv.org/abs/2410.22446

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Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use

Autor: Chandra, Mohit, Sriraman, Siddharth, Verma, Gaurav, Khanuja, Harneet Singh, Campayo, Jose Suarez, Li, Zihang, Birnbaum, Michael L., De Choudhury, Munmun

Adverse Drug Reactions (ADRs) from psychiatric medications are the leading cause of hospitalizations among mental health patients. With healthcare systems and online communities facing limitations in resolving ADR-related issues, Large Language Model

Externí odkaz: http://arxiv.org/abs/2410.19155

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Supporters and Skeptics: LLM-based Analysis of Engagement with Mental Health (Mis)Information Content on Video-sharing Platforms

Autor: Nguyen, Viet Cuong, Jain, Mini, Chauhan, Abhijat, Soled, Heather Jaime, Lesmes, Santiago Alvarez, Li, Zihang, Birnbaum, Michael L., Tang, Sunny X., Kumar, Srijan, De Choudhury, Munmun

Over one in five adults in the US lives with a mental illness. In the face of a shortage of mental health professionals and offline resources, online short-form video content has grown to serve as a crucial conduit for disseminating mental health hel

Externí odkaz: http://arxiv.org/abs/2407.02662

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