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• StepWrite: Adaptive Planning for Speech-Driven Text Generation

  Hamza El Alaoui, Atieh Taheri, Yi-Hao Peng, Jeffrey P. Bigham · 2025 · Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology (UIST '25)

  This paper introduces StepWrite, an LLM-powered voice-based writing system that enables structured, hands-free and eyes-free composition of longer-form texts. While speech-to-text tools handle short dictation well, composing structured emails or detailed responses requires…

  voice interface · speech-to-text · hands-free interaction · eyes-free interaction · large language models

• NoTeeline: Supporting Real-Time, Personalized Notetaking with LLM-Enhanced Micronotes

  Faria Huq, Abdus Samee, David Chuan-En Lin, Alice Xiaodi Tang, Jeffrey P. Bigham · 2025 · Proceedings of the 30th International Conference on Intelligent User Interfaces (IUI '25)

  This paper introduces NoTeeline, an interactive notetaking tool that uses LLMs to expand user-written "micronotes" — brief shorthand jottings like "plastic pol. ->" or "RNNs are unrolled l to r or opp" — into full-fledged notes that maintain the user's personal writing style.…

  large language models · writing assistance · personalization · notetaking · cognitive load

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