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Paper · arXiv

Decoding EEG Signals to Explore Next-Word Predictability in the Human Brain

Humans invented reading and have passed down this complex skill across generations through language. This study provides empirical evidence of the neural mechanisms underlying bottom-up (related to high-order linguistic structure) and top-down (related to next-word predictability) processes, which interact to guide comprehension during reading. While previous studies have focused on either the N400 effects of predictability or lexical categories, research on how predictability influences N400 responses across different lexical categories is limited, mainly due to constraints in publicly available datasets. Here, we examine how predictability influences brain responses, recorded at millise...

AuthorsBoi Mai Quach, Binh T. Nguyen, Cathal Gurrin et al.
Primary categorycs.CL
Published17 July 2026
Last updated at source17 July 2026
cs.CL
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