4 papers
SAKE: Software Architectural Knowledge Evaluation Benchmark for Large Language Models
Tiziano Santilli, Francesco Daghero, Mayhar Tourchi Moghaddam
Large Language Models (LLMs) are increasingly used as assistants across the software development lifecycle, yet their ability to reason about software architecture remains largely…
Continuous Behavioral Synthesis for Adaptive Health Dashboards: An LLM-Mediated Architecture Integrating Explicit Preference, Spatial Reorganization, and Attention Allocation Signals
Tiziano Santilli, Mina Alipour, Mahyar T. Moghaddam
The engineering of adaptive user interfaces has traditionally relied on either rule-based systems encoding designer intuitions about user needs or machine learning approaches requi…
Designing Adaptive Digital Nudging Systems with LLM-Driven Reasoning
Tiziano Santilli, Mina Alipour, Mahyar Tourchi Moghaddam
Digital nudging systems lack architectural guidance for translating behavioral science into software design. While research identifies nudge strategies and quality attributes, exis…
CIAO - Code In Architecture Out - Automated Software Architecture Documentation with Large Language Models
Marco De Luca, Tiziano Santilli, Domenico Amalfitano +2
Software architecture documentation is essential for system comprehension, yet it is often unavailable or incomplete. While recent LLM-based techniques can generate documentation f…