Psychotherapy clients may experience distress before they can coherently describe it, and their expression changes with emotion, perceived safety, and trust. Large language model-based client simulato
Pandora is a psychotherapy client simulation framework that models evolving psychological and relational states to generate more authentic, individually aligned expressions and reduce AI-like responses.
Psychotherapy clients may experience distress before they can coherently describe it, and their expression changes with emotion, perceived safety, and trust. Large language model-based client simulators often rely on clinically organized case descriptions, which can encourage responses explaining the client's difficulties more clearly than their current understanding warrants. We propose Pandora, a psychotherapy client simulation framework that models how psychological experience becomes situated, individual expression. Pandora updates psychological and relational states in response to therapist interventions, constructs subjective appraisals and attributions, and plans response content…
Summary and abstract excerpt via Hugging Face Papers ↗ · arXiv.
Words Caught in the Heart: Simulating Person-Specific Expression for Self-Opaque Clients in Psychotherapy was first seen on Hugging Face · Daily papers on Nov 4, 2026. Since then it has appeared in 12 checks on 2 different days. Its best position was #2 of 30, reached on Nov 4, 17:28 UTC. It dropped off the list after Nov 5, 05:28 UTC.
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Not at the moment. It was last on the list on Nov 5, 05:28 UTC, after 2 days of trending.
#2 on Hugging Face · Daily papers, on Nov 4, 17:28 UTC. Trendoday checks this list every 120 minutes.
It was first seen on Nov 4, 2026 and has been on the list on 2 days (12 checks) since.