Search Results for author:
Found 6 papers, 1 papers with code
Measuring Linguistic Synchrony in Psychotherapy
We study the phenomenon of linguistic synchrony between clients and therapists in a psychotherapy process.
Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts
We provide an overview of the CLPsych 2022 Shared Task, which focusses on the automatic identification of ‘Moments of Change’ in lon- gitudinal posts by individuals on social media and its connection with information regarding mental health .
Hebrew Psychological Lexicons
We introduce a large set of Hebrew lexicons pertaining to psychological aspects.
Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions
We present the first work on automatically capturing alliance rupture in transcribed therapy sessions, trained on the text and self-reported rupture scores from both therapists and clients.
Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media
We introduce a hybrid abstractive summarisation approach combining hierarchical VAE with LLMs (LlaMA-2) to produce clinically meaningful summaries from social media user timelines, appropriate for mental health monitoring.
NLP meets psychotherapy: Using predicted client emotions and self-reported client emotions to measure emotional coherence
No study has examined EC between the subjective experience of emotions and emotion expression in therapy or whether this coherence is associated with clients' well being.
