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The Influence of Visual Uncertainty on Word Surprisal and Processing Effort

A word’s predictability or surprisal, as determined by cloze probabilities or language models (Frank, 2013) is related to processing effort, in that less expected words take more effort to process (Hale, 2001; Lau et al., 2013). A word’s surprisal, however, may also be influenced by the non-linguist...

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Autores principales: Ankener, Christine S., Sekicki, Mirjana, Staudte, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302025/
https://www.ncbi.nlm.nih.gov/pubmed/30618905
http://dx.doi.org/10.3389/fpsyg.2018.02387
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author Ankener, Christine S.
Sekicki, Mirjana
Staudte, Maria
author_facet Ankener, Christine S.
Sekicki, Mirjana
Staudte, Maria
author_sort Ankener, Christine S.
collection PubMed
description A word’s predictability or surprisal, as determined by cloze probabilities or language models (Frank, 2013) is related to processing effort, in that less expected words take more effort to process (Hale, 2001; Lau et al., 2013). A word’s surprisal, however, may also be influenced by the non-linguistic context, such as visual cues: In the visual world paradigm (VWP), anticipatory eye movements suggest that listeners exploit the scene to predict what will be mentioned next (Altmann and Kamide, 1999). How visual context affects surprisal and processing effort, however, remains unclear. Here, we present a series of four studies providing evidence on how visually-determined probabilistic expectations for a spoken target word, as indicated by anticipatory eye movements, predict graded processing effort for that word, as assessed by a pupillometric measure (the Index of Cognitive Activity, ICA). These findings are a clear and robust demonstration that the non-linguistic context can immediately influence both lexical expectations, and surprisal-based processing effort.
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spelling pubmed-63020252019-01-07 The Influence of Visual Uncertainty on Word Surprisal and Processing Effort Ankener, Christine S. Sekicki, Mirjana Staudte, Maria Front Psychol Psychology A word’s predictability or surprisal, as determined by cloze probabilities or language models (Frank, 2013) is related to processing effort, in that less expected words take more effort to process (Hale, 2001; Lau et al., 2013). A word’s surprisal, however, may also be influenced by the non-linguistic context, such as visual cues: In the visual world paradigm (VWP), anticipatory eye movements suggest that listeners exploit the scene to predict what will be mentioned next (Altmann and Kamide, 1999). How visual context affects surprisal and processing effort, however, remains unclear. Here, we present a series of four studies providing evidence on how visually-determined probabilistic expectations for a spoken target word, as indicated by anticipatory eye movements, predict graded processing effort for that word, as assessed by a pupillometric measure (the Index of Cognitive Activity, ICA). These findings are a clear and robust demonstration that the non-linguistic context can immediately influence both lexical expectations, and surprisal-based processing effort. Frontiers Media S.A. 2018-12-14 /pmc/articles/PMC6302025/ /pubmed/30618905 http://dx.doi.org/10.3389/fpsyg.2018.02387 Text en Copyright © 2018 Ankener, Sekicki and Staudte. 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) and the copyright owner(s) 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
Ankener, Christine S.
Sekicki, Mirjana
Staudte, Maria
The Influence of Visual Uncertainty on Word Surprisal and Processing Effort
title The Influence of Visual Uncertainty on Word Surprisal and Processing Effort
title_full The Influence of Visual Uncertainty on Word Surprisal and Processing Effort
title_fullStr The Influence of Visual Uncertainty on Word Surprisal and Processing Effort
title_full_unstemmed The Influence of Visual Uncertainty on Word Surprisal and Processing Effort
title_short The Influence of Visual Uncertainty on Word Surprisal and Processing Effort
title_sort influence of visual uncertainty on word surprisal and processing effort
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302025/
https://www.ncbi.nlm.nih.gov/pubmed/30618905
http://dx.doi.org/10.3389/fpsyg.2018.02387
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