Automated Generation of Meaningful Hint-text for Text Input Components in Mobile Apps to Enhance Accessibility

An LLM-based approach called HintDroid is proposed to automatically generate meaningful hint-text for text input components in mobile apps, helping visually impaired users better understand input requirements.