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Cognitive Modeling of Individual Variation in Reference Production and Comprehension

A challenge for most theoretical and computational accounts of linguistic reference is the observation that language users vary considerably in their referential choices. Part of the variation observed among and within language users and across tasks may be explained from variation in the cognitive...

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Autor principal: Hendriks, Petra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4823268/
https://www.ncbi.nlm.nih.gov/pubmed/27092101
http://dx.doi.org/10.3389/fpsyg.2016.00506
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author Hendriks, Petra
author_facet Hendriks, Petra
author_sort Hendriks, Petra
collection PubMed
description A challenge for most theoretical and computational accounts of linguistic reference is the observation that language users vary considerably in their referential choices. Part of the variation observed among and within language users and across tasks may be explained from variation in the cognitive resources available to speakers and listeners. This paper presents a computational model of reference production and comprehension developed within the cognitive architecture ACT-R. Through simulations with this ACT-R model, it is investigated how cognitive constraints interact with linguistic constraints and features of the linguistic discourse in speakers’ production and listeners’ comprehension of referring expressions in specific tasks, and how this interaction may give rise to variation in referential choice. The ACT-R model of reference explains and predicts variation among language users in their referential choices as a result of individual and task-related differences in processing speed and working memory capacity. Because of limitations in their cognitive capacities, speakers sometimes underspecify or overspecify their referring expressions, and listeners sometimes choose incorrect referents or are overly liberal in their interpretation of referring expressions.
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spelling pubmed-48232682016-04-18 Cognitive Modeling of Individual Variation in Reference Production and Comprehension Hendriks, Petra Front Psychol Psychology A challenge for most theoretical and computational accounts of linguistic reference is the observation that language users vary considerably in their referential choices. Part of the variation observed among and within language users and across tasks may be explained from variation in the cognitive resources available to speakers and listeners. This paper presents a computational model of reference production and comprehension developed within the cognitive architecture ACT-R. Through simulations with this ACT-R model, it is investigated how cognitive constraints interact with linguistic constraints and features of the linguistic discourse in speakers’ production and listeners’ comprehension of referring expressions in specific tasks, and how this interaction may give rise to variation in referential choice. The ACT-R model of reference explains and predicts variation among language users in their referential choices as a result of individual and task-related differences in processing speed and working memory capacity. Because of limitations in their cognitive capacities, speakers sometimes underspecify or overspecify their referring expressions, and listeners sometimes choose incorrect referents or are overly liberal in their interpretation of referring expressions. Frontiers Media S.A. 2016-04-07 /pmc/articles/PMC4823268/ /pubmed/27092101 http://dx.doi.org/10.3389/fpsyg.2016.00506 Text en Copyright © 2016 Hendriks. 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
Hendriks, Petra
Cognitive Modeling of Individual Variation in Reference Production and Comprehension
title Cognitive Modeling of Individual Variation in Reference Production and Comprehension
title_full Cognitive Modeling of Individual Variation in Reference Production and Comprehension
title_fullStr Cognitive Modeling of Individual Variation in Reference Production and Comprehension
title_full_unstemmed Cognitive Modeling of Individual Variation in Reference Production and Comprehension
title_short Cognitive Modeling of Individual Variation in Reference Production and Comprehension
title_sort cognitive modeling of individual variation in reference production and comprehension
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4823268/
https://www.ncbi.nlm.nih.gov/pubmed/27092101
http://dx.doi.org/10.3389/fpsyg.2016.00506
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