Parental Cooperation from Swiss Child Protection Reports: Reasoning Language Models Outperform Retrieval-Augmented Generation
Research on Social Work Practice
Published online on July 09, 2026
Abstract
Research on Social Work Practice, Ahead of Print.
Purpose:Assessing parental cooperation during child protection services (CPSs) interventions raises distinctive analytical challenges due to ambiguous, conflicting information. We compared reasoning language models (RLMs) to retrieval-augmented ...
Purpose:Assessing parental cooperation during child protection services (CPSs) interventions raises distinctive analytical challenges due to ambiguous, conflicting information. We compared reasoning language models (RLMs) to retrieval-augmented ...