3 papers
cs.DL2026
From Job Postings to Curriculum Decisions: Using AI to Generate Workforce Intelligence for MSW Program Planning
Barbara S. Hiltz, Bryan G. Victor, Brian E. Perron
Social work programs lack systematic methods to align curricula with employer expectations, typically relying on advisory input and alumni surveys rather than direct analysis of wo…
cs.CL2026
Validation of a Small Language Model for DSM-5 Substance Category Classification in Child Welfare Records
Brian E. Perron, Dragan Stoll, Bryan G. Victor +3
Background: Recent studies have demonstrated that large language models (LLMs) can perform binary classification tasks on child welfare narratives, detecting the presence or absenc…
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…