3 papers
cs.SE2026
LadderTeam: Dual-Agent Laddering Elicitation Framework
Manjushree Aithal, Alexander Kotz, James Mitchell
Eliciting detailed and actionable software requirements from end-users is a critical phase in the iterative development of a software product or application. To ensure the feedback…
cs.CL2026
PLACID: Privacy-preserving Large language models for Acronym Clinical Inference and Disambiguation
Manjushree B. Aithal, Ph. D., Alexander Kotz +2
Large Language Models (LLMs) offer transformative solutions across many domains, but healthcare integration is hindered by strict data privacy constraints. Clinical narratives are…
cs.CL2026
Berta: an open-source, modular tool for AI-enabled clinical documentation
Samridhi Vaid, Mike Weldon, Jesse Dunn +8
Commercial AI scribes cost $99-600 per physician per month, operate as opaque systems, and do not return data to institutional infrastructure, limiting organizational control over…