RELATEDNESS IN GROUP PSYCHOTHERAPY [PDF]
Sheila Rouslin
openaire +3 more sources
Chain of Empathy: Enhancing Empathetic Response of Large Language Models Based on Psychotherapy Models [PDF]
We present a novel method, the Chain of Empathy (CoE) prompting, that utilizes insights from psychotherapy to induce Large Language Models (LLMs) to reason about human emotional states. This method is inspired by various psychotherapy approaches including Cognitive Behavioral Therapy (CBT), Dialectical Behavior Therapy (DBT), Person Centered Therapy ...
arxiv +1 more source
Integrating psychotherapy practices and gamified elements in novel game mechanics for stress relief [PDF]
We explore novel game mechanics and techniques in the domain of gamified and game-based mobile mental health applications. By combining modern game design elements with techniques applied by practitioners (e.g., therapists) and known mechanics used in relevant games, we developed an integrated mobile game. Playtesting with a group of individuals showed
arxiv
Personal Investigator: a Therapeutic 3D Game for Teenagers [PDF]
This position paper describes the implementation and initial findings of a game called Personal Investigator (PI). PI is an online 3D detective game that implements a model of Brief Solution Focused Therapy (BSFT). It aims to help teenagers overcome mental health problems and engage with traditional mental health care services. It is predicted that the
arxiv
Characterizing Therapist's Speaking Style in Relation to Empathy in Psychotherapy [PDF]
In conversation-based psychotherapy, therapists use verbal techniques to help clients express thoughts and feelings, and change behavior. In particular, how well therapists convey empathy is an essential quality index of psychotherapy sessions and is associated with psychotherapy outcome.
arxiv
Deep Annotation of Therapeutic Working Alliance in Psychotherapy [PDF]
The therapeutic working alliance is an important predictor of the outcome of the psychotherapy treatment. In practice, the working alliance is estimated from a set of scoring questionnaires in an inventory that both the patient and the therapists fill out.
arxiv
Modeling Motion Dynamics in Psychotherapy: a Dynamical Systems Approach [PDF]
This study introduces a novel mechanistic modeling and statistical framework for analyzing motion energy dynamics within psychotherapy sessions. We transform raw motion energy data into an interpretable narrative of therapist-patient interactions, thereby revealing unique insights into the nature of these dynamics.
arxiv
Neural Topic Modeling of Psychotherapy Sessions [PDF]
In this work, we compare different neural topic modeling methods in learning the topical propensities of different psychiatric conditions from the psychotherapy session transcripts parsed from speech recordings. We also incorporate temporal modeling to put this additional interpretability to action by parsing out topic similarities as a time series in ...
arxiv
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning [PDF]
We propose a recommendation system that suggests treatment strategies to a therapist during the psychotherapy session in real-time. Our system uses a turn-level rating mechanism that predicts the therapeutic outcome by computing a similarity score between the deep embedding of a scoring inventory, and the current sentence that the patient is speaking ...
arxiv
NLP meets psychotherapy: Using predicted client emotions and self-reported client emotions to measure emotional coherence [PDF]
Emotions are experienced and expressed through various response systems. Coherence between emotional experience and emotional expression is considered important to clients' well being. To date, emotional coherence (EC) has been studied at a single time point using lab-based tasks with relatively small datasets.
arxiv