2024
DOI: 10.1038/s41467-024-53873-3
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Using large language models to accelerate communication for eye gaze typing users with ALS

Shanqing Cai,
Subhashini Venugopalan,
Katie Seaver
et al.

Abstract: Accelerating text input in augmentative and alternative communication (AAC) is a long-standing area of research with bearings on the quality of life in individuals with profound motor impairments. Recent advances in large language models (LLMs) pose opportunities for re-thinking strategies for enhanced text entry in AAC. In this paper, we present SpeakFaster, consisting of an LLM-powered user interface for text entry in a highly-abbreviated form, saving 57% more motor actions than traditional predictive keyboa… Show more

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