Evidence map›Paper›PMID 37898645›Full record

ArticleScientific reports2023

Periodic fluctuations in reading times reflect multi-word-chunking.

Chia-Wen Lo, Mark Anderson, Lena Henke, Lars Meyer

Abstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Processing at Phrase Boundaries During Self-Paced Reading.bioRxiv : the preprint server for biology · 2026
    Article
4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Chia-Wen LoResearch Group Language Cycles, Max Planck Institute for Human Cognitive and Brain Sciences, 04013, Leipzig, Germany. lo@cbs.mpg.de.
Mark AndersonNorwegian Computing Center, 0314, Oslo, Norway.
Lena HenkeResearch Group Language Cycles, Max Planck Institute for Human Cognitive and Brain Sciences, 04013, Leipzig, Germany.
Lars MeyerResearch Group Language Cycles, Max Planck Institute for Human Cognitive and Brain Sciences, 04013, Leipzig, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Memory is fleeting. To avoid information loss, humans need to recode verbal stimuli into chunks of limited duration, each containing multiple words. Chunk duration may also be limited neurally by the wavelength of periodic brain activity, so-called neural oscillations. While both cognitive and neural constraints predict some degree of behavioral regularity in processing, this remains to be shown. Our analysis of self-paced reading data from 181 participants reveals periodic patterns at a frequency of [Formula: see text] 2 Hz. We defined multi-word chunks by using a computational formalization based on dependency annotations and part-of-speech tags. Potential chunk outputs were first generated from the computational formalization and the final chunk outputs were selected based on normalized pointwise mutual information. We show that behavioral periodicity is time-aligned to multi-word chunks, suggesting that the multi-word chunks generated from local dependency clusters may minimize memory demands. This is the first evidence that sentence processing behavior is periodic, consistent with a role of both memory constraints and endogenous electrophysiological rhythms in the formation of chunks during language comprehension.

Indexed as

LanguageMemoryHumansPeriodicity

Identifiers

PMID37898645
PMCPMC10613263

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.