A gaze-aware LLM assistant using egocentric video with gaze overlays outperforms text-only LLMs in accuracy of reading behavior assessment, personalization, information recall, and interaction efficiency in a 36-person study.
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Eye movements during Holocaust survivor interviews vary by episodic, semantic, affective and temporal memory dimensions, with pre-onset gaze sufficient to predict sentence temporal context.
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From Gaze to Guidance: Interpreting and Adapting to Users' Cognitive Needs with Multimodal Gaze-Aware AI Assistants
A gaze-aware LLM assistant using egocentric video with gaze overlays outperforms text-only LLMs in accuracy of reading behavior assessment, personalization, information recall, and interaction efficiency in a 36-person study.
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Looking Into the Past: Eye Movements Characterize Elements of Autobiographical Recall in Interviews with Holocaust Survivors
Eye movements during Holocaust survivor interviews vary by episodic, semantic, affective and temporal memory dimensions, with pre-onset gaze sufficient to predict sentence temporal context.