Semantic centrality and emotional valence contribute to word memorability in an associative memory task for Chinese words

Memorability, an intrinsic property of stimuli, reflects the consistent likelihood of a stimulus being remembered across individuals. Recent research has examined English word memorability in an associative memory task and found that the overall semantic connection of a word to other words (termed semantic centrality) predicts its memorability, with stronger semantic centrality associated with a greater likelihood of successful recall. However, it is unclear whether these findings apply to other languages. Moreover, whether and how emotional content contributes to word memorability has not been fully explored. Of particular interest is emotional consistency: whether emotional words that are of the same or different valence (e.g., positive with positive vs. positive with negative) exhibit a mnemonic advantage over neutral words in associative memory. To address these issues, we examined semantic centrality and emotional consistency as predictors of memory performance in three visually-presented cued-recall experiments using Chinese words. Participants encoded pairs of nouns and were then required to recall target words in response to cue words. We found that both semantic centrality and emotional consistency contributed significantly to word memory: surprisingly, and in contrast to previous work in the English language, words with lower semantic centrality were associated with higher memorability; broad emotional consistency (non-neutral cue-target pairs) and positive emotional consistency (positive-positive pairs) both exhibited memory advantages. Notably, our two factors of interest did not interact with each other and demonstrated additive effects when explaining memory performance. Our results provide insights into word memorability, specifically as it relates to the Chinese language, and potential contributions of semantics and emotion.

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Publication Details

Journal
Scientific Reports
Published
2026-02-25
DOI
https://doi.org/10.1038/s41598-026-37531-w
Primary Topic
Memory Processes and Influences
Type
article
Field-Weighted Citation Impact
0.00

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article

Semantic centrality and emotional valence contribute to word memorability in an associative memory task for Chinese words

Andy C. H. Lee, Wilma A. Bainbridge, Pei Sun, Zhang Allen Haoyu
Scientific Reports
Memory Processes and Influences
article

Semantic centrality and emotional valence contribute to word memorability in an associative memory task for Chinese words

Andy C. H. Lee, Wilma A. Bainbridge, Pei Sun, Zhang Allen Haoyu
article en

Abstract

Memorability, an intrinsic property of stimuli, reflects the consistent likelihood of a stimulus being remembered across individuals. Recent research has examined English word memorability in an associative memory task and found that the overall semantic connection of a word to other words (termed semantic centrality) predicts its memorability, with stronger semantic centrality associated with a greater likelihood of successful recall. However, it is unclear whether these findings apply to other languages. Moreover, whether and how emotional content contributes to word memorability has not been fully explored. Of particular interest is emotional consistency: whether emotional words that are of the same or different valence (e.g., positive with positive vs. positive with negative) exhibit a mnemonic advantage over neutral words in associative memory. To address these issues, we examined semantic centrality and emotional consistency as predictors of memory performance in three visually-presented cued-recall experiments using Chinese words. Participants encoded pairs of nouns and were then required to recall target words in response to cue words. We found that both semantic centrality and emotional consistency contributed significantly to word memory: surprisingly, and in contrast to previous work in the English language, words with lower semantic centrality were associated with higher memorability; broad emotional consistency (non-neutral cue-target pairs) and positive emotional consistency (positive-positive pairs) both exhibited memory advantages. Notably, our two factors of interest did not interact with each other and demonstrated additive effects when explaining memory performance. Our results provide insights into word memorability, specifically as it relates to the Chinese language, and potential contributions of semantics and emotion.

Scientific Reports
University of Toronto (CA), University of Macau (MO), Scarborough Health Network (CA), Baycrest Hospital (CA), University of Chicago (US), City University of Macau (MO), Tsinghua University (CN)
Tsinghua University
Reduced inequalities
Openalex Percentile: Top 46%
Memory Processes and Influences
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