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Modeling misretrieval and feature substitution in agreement attraction

  • We present computational modeling results based on a self-paced reading study investigating number attraction effects in Eastern Armenian. We implement three novel computational models of agreement attraction in a Bayesian framework and compare their predictive fit to the data using k-fold cross-validation. We find that our data are better accounted for by an encoding-based model of agreement attraction, compared to a retrieval-based model. A novel methodological contribution of our study is the use of comprehension questions with open-ended responses, so that both misinterpretation of the number feature of the subject phrase and misassignment of the thematic subject role of the verb can be investigated at the same time. We find evidence for both types of misinterpretation in our study, sometimes in the same trial. However, the specific error patterns in our data are not fully consistent with any previously proposed model.

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Metadaten
Author details:Dario PaapeORCiDGND, Serine Avetisyan, Sol LagoORCiD, Shravan VasishthORCiDGND
DOI:https://doi.org/10.1111/cogs.13019
ISSN:0364-0213
ISSN:1551-6709
Pubmed ID:https://pubmed.ncbi.nlm.nih.gov/34379348
Title of parent work (English):Cognitive science
Subtitle (English):a computational evaluation
Publisher:Wiley-Blackwell
Place of publishing:Malden, Mass.
Publication type:Article
Language:English
Date of first publication:2021/08/11
Publication year:2021
Release date:2023/07/07
Tag:Agreement attraction; Computational modeling; Eastern Armenian; Self-paced reading
Volume:45
Issue:8
Article number:e13019
Number of pages:30
Funding institution:University of Potsdam; Erasmus Mundus Joint Doctorate (EMJD) Fellowship [2012-0025-EMII-EMJ]; Projekt DEAL
Organizational units:Humanwissenschaftliche Fakultät / Strukturbereich Kognitionswissenschaften / Department Linguistik
DDC classification:1 Philosophie und Psychologie / 15 Psychologie / 150 Psychologie
4 Sprache / 40 Sprache / 400 Sprache
Peer review:Referiert
Publishing method:Open Access / Hybrid Open-Access
License (German):License LogoCC-BY - Namensnennung 4.0 International
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