Detecting defense mechanisms from Adult Attachment Interview (AAI) transcripts using machine learning.

Anthony N Tasca,Samantha Carlucci,James C Wiley,Matthew Holden,Ahmed El-Roby,Giorgio A Tasca

Psychotherapy research : journal of the Society for Psychotherapy Research（2022）

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摘要

Our machine learning models could be used to assist coders. Future research should conduct a deployment study to determine if human coding of defense mechanisms can be expedited using machine learning models.

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关键词

Defense Mechanism Rating Scale,RoBERTa,conversation analysis,defensive functioning,machine learning

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