Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2610.34457.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

The paper proposes a framework for personalizing speech and language support by separating message access, user-need estimation, and support selection. It adapts sentence segmentation, pictograms, and optional speech using behavioral feedback, with EEG treated as an uncertain supplementary signal. A staged evaluation will compare fixed, behavior-adaptive, and neuroadaptive interfaces.

Useful for interface researchers because it defines a testable comparison of whether EEG adds value beyond behavioral adaptation, without treating neural signals as direct measures of comprehension.

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