2 papers
cs.CY2026
Reasoning Language Models for complex assessments tasks: Evaluating parental cooperation from child protection case reports
Dragan Stoll, Brian E. Perron, Zia Qi +3
Purpose: Reasoning language models (RLMs) have demonstrated significant advances in solving complex reasoning tasks. We examined their potential to assess parental cooperation duri…
cs.CY2026
Small Models Achieve Large Language Model Performance: Evaluating Reasoning-Enabled AI for Secure Child Welfare Research
Zia Qi, Brian E. Perron, Bryan G. Victor +2
Objective: This study develops a systematic benchmarking framework for testing whether language models can accurately identify constructs of interest in child welfare records. The…