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Xue Qin

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Book Open access Jul 2026

From GUI Tests to Conversational Interaction: A New Perspective on App-Specific Voice Assistants

This paper proposes an LLM-driven approach to automating the development of app-specific voice assistants by repurposing GUI test code, which encodes behavior-preserving, executable specifications of application functionality.

Xue Qin, Sumesh Surendran Letha · 0 citations

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