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Kristian Kolthoff

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Preprint Aug 2026

From Natural Language Requirements to Graphical User Interfaces: Automated Prototyping and Verification with Pretrained Language Models

This work proposes LLM-based methods for verifying semantically complex NL requirements on static GUI prototypes and introduces a multimodal LLM-based agent for verifying complex functional and non-functional requirements in dynamic GUI applications through automatically generated and evaluated interaction trajectories.

Kristian Kolthoff · 0 citations

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