Using Linguistic Features Influenced By Cognitive Mechanisms to Identify Polite and Frustrated Speech in Children

An estimated 13 percent of youths have clinically significant mental health problems, many of which are linked to poor emotional self-regulation. By using linguistic characteristics associated with children’s cognitive control capacities, we improve prediction of polite and frustrated speech. These analyses will contribute to developing automatic methods identifying poor self-regulation.