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Working memory differences in long-distance dependency resolution

There is a wealth of evidence showing that increasing the distance between an argument and its head leads to more processing effort, namely, locality effects; these are usually associated with constraints in working memory (DLT: Gibson, 2000; activation-based model: Lewis and Vasishth, 2005). In SOV...

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Autores principales: Nicenboim, Bruno, Vasishth, Shravan, Gattei, Carolina, Sigman, Mariano, Kliegl, Reinhold
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4369666/
https://www.ncbi.nlm.nih.gov/pubmed/25852623
http://dx.doi.org/10.3389/fpsyg.2015.00312
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author Nicenboim, Bruno
Vasishth, Shravan
Gattei, Carolina
Sigman, Mariano
Kliegl, Reinhold
author_facet Nicenboim, Bruno
Vasishth, Shravan
Gattei, Carolina
Sigman, Mariano
Kliegl, Reinhold
author_sort Nicenboim, Bruno
collection PubMed
description There is a wealth of evidence showing that increasing the distance between an argument and its head leads to more processing effort, namely, locality effects; these are usually associated with constraints in working memory (DLT: Gibson, 2000; activation-based model: Lewis and Vasishth, 2005). In SOV languages, however, the opposite effect has been found: antilocality (see discussion in Levy et al., 2013). Antilocality effects can be explained by the expectation-based approach as proposed by Levy (2008) or by the activation-based model of sentence processing as proposed by Lewis and Vasishth (2005). We report an eye-tracking and a self-paced reading study with sentences in Spanish together with measures of individual differences to examine the distinction between expectation- and memory-based accounts, and within memory-based accounts the further distinction between DLT and the activation-based model. The experiments show that (i) antilocality effects as predicted by the expectation account appear only for high-capacity readers; (ii) increasing dependency length by interposing material that modifies the head of the dependency (the verb) produces stronger facilitation than increasing dependency length with material that does not modify the head; this is in agreement with the activation-based model but not with the expectation account; and (iii) a possible outcome of memory load on low-capacity readers is the increase in regressive saccades (locality effects as predicted by memory-based accounts) or, surprisingly, a speedup in the self-paced reading task; the latter consistent with good-enough parsing (Ferreira et al., 2002). In sum, the study suggests that individual differences in working memory capacity play a role in dependency resolution, and that some of the aspects of dependency resolution can be best explained with the activation-based model together with a prediction component.
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spelling pubmed-43696662015-04-07 Working memory differences in long-distance dependency resolution Nicenboim, Bruno Vasishth, Shravan Gattei, Carolina Sigman, Mariano Kliegl, Reinhold Front Psychol Psychology There is a wealth of evidence showing that increasing the distance between an argument and its head leads to more processing effort, namely, locality effects; these are usually associated with constraints in working memory (DLT: Gibson, 2000; activation-based model: Lewis and Vasishth, 2005). In SOV languages, however, the opposite effect has been found: antilocality (see discussion in Levy et al., 2013). Antilocality effects can be explained by the expectation-based approach as proposed by Levy (2008) or by the activation-based model of sentence processing as proposed by Lewis and Vasishth (2005). We report an eye-tracking and a self-paced reading study with sentences in Spanish together with measures of individual differences to examine the distinction between expectation- and memory-based accounts, and within memory-based accounts the further distinction between DLT and the activation-based model. The experiments show that (i) antilocality effects as predicted by the expectation account appear only for high-capacity readers; (ii) increasing dependency length by interposing material that modifies the head of the dependency (the verb) produces stronger facilitation than increasing dependency length with material that does not modify the head; this is in agreement with the activation-based model but not with the expectation account; and (iii) a possible outcome of memory load on low-capacity readers is the increase in regressive saccades (locality effects as predicted by memory-based accounts) or, surprisingly, a speedup in the self-paced reading task; the latter consistent with good-enough parsing (Ferreira et al., 2002). In sum, the study suggests that individual differences in working memory capacity play a role in dependency resolution, and that some of the aspects of dependency resolution can be best explained with the activation-based model together with a prediction component. Frontiers Media S.A. 2015-03-23 /pmc/articles/PMC4369666/ /pubmed/25852623 http://dx.doi.org/10.3389/fpsyg.2015.00312 Text en Copyright © 2015 Nicenboim, Vasishth, Gattei, Sigman and Kliegl. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Nicenboim, Bruno
Vasishth, Shravan
Gattei, Carolina
Sigman, Mariano
Kliegl, Reinhold
Working memory differences in long-distance dependency resolution
title Working memory differences in long-distance dependency resolution
title_full Working memory differences in long-distance dependency resolution
title_fullStr Working memory differences in long-distance dependency resolution
title_full_unstemmed Working memory differences in long-distance dependency resolution
title_short Working memory differences in long-distance dependency resolution
title_sort working memory differences in long-distance dependency resolution
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4369666/
https://www.ncbi.nlm.nih.gov/pubmed/25852623
http://dx.doi.org/10.3389/fpsyg.2015.00312
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