13 citations · 23 across the 7 of their papers we have counts for
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cs.DL2026
AI-Assisted Curation of Conference Scholarship: Compiling, Structuring, and Analyzing Two Decades of Presentations at the Society for Social Work and Research
Brian Perron, Bryan Victor, Zia Qi
Purpose: This study developed a comprehensive database of presentation abstracts from the Society for Social Work and Research (SSWR) Annual Conference and examined patterns in res…
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★ 6 cited
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…