3 papers
cs.HC2026
Cloze: An Open Research Platform for Studying Human-AI Conversations in Mental Health Contexts
Matthew Flathers, Francesco Cipriani, John Torous
Cloze is an open-source web platform for conducting controlled, monitored studies of human-AI conversation in mental health research contexts. Consumer large language model (LLM) p…
cs.CL2026
Overview of the PsyDefDetect Shared Task at BioNLP 2026: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations
Hongbin Na, Zimu Wang, Zhaoming Chen +8
We present an overview of PsyDefDetect, the shared task on detecting levels of psychological defense mechanisms in emotional support dialogues, co-located with BioNLP@ACL 2026. Gro…
cs.CY2026
Depictions of Depression in Generative AI Video Models: A Preliminary Study of OpenAI's Sora 2
Matthew Flathers, Griffin Smith, Julian Herpertz +2
Generative video models are increasingly capable of producing complex depictions of mental health experiences, yet little is known about how these systems represent conditions like…