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Is the Mind Inherently Predicting? Exploring Forward and Backward Looking in Language Processing

Prediction is one characteristic of the human mind. But what does it mean to say the mind is a “prediction machine” and inherently forward looking as is frequently claimed? In natural languages, many contexts are not easily predictable in a forward fashion. In English, for example, many frequent ver...

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Autores principales: Onnis, Luca, Lim, Alfred, Cheung, Shirley, Huettig, Falk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9786242/
https://www.ncbi.nlm.nih.gov/pubmed/36240464
http://dx.doi.org/10.1111/cogs.13201
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author Onnis, Luca
Lim, Alfred
Cheung, Shirley
Huettig, Falk
author_facet Onnis, Luca
Lim, Alfred
Cheung, Shirley
Huettig, Falk
author_sort Onnis, Luca
collection PubMed
description Prediction is one characteristic of the human mind. But what does it mean to say the mind is a “prediction machine” and inherently forward looking as is frequently claimed? In natural languages, many contexts are not easily predictable in a forward fashion. In English, for example, many frequent verbs do not carry unique meaning on their own but instead, rely on another word or words that follow them to become meaningful. Upon reading take a the processor often cannot easily predict walk as the next word. But the system can “look back” and integrate walk more easily when it follows take a (e.g., as opposed to *make|get|have a walk). In the present paper, we provide further evidence for the importance of both forward and backward‐looking in language processing. In two self‐paced reading tasks and an eye‐tracking reading task, we found evidence that adult English native speakers’ sensitivity to word forward and backward conditional probability significantly predicted reading times over and above psycholinguistic predictors of reading latencies. We conclude that both forward and backward‐looking (prediction and integration) appear to be important characteristics of language processing. Our results thus suggest that it makes just as much sense to call the mind an “integration machine” which is inherently backward ‘looking.’
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spelling pubmed-97862422022-12-27 Is the Mind Inherently Predicting? Exploring Forward and Backward Looking in Language Processing Onnis, Luca Lim, Alfred Cheung, Shirley Huettig, Falk Cogn Sci Regular Article Prediction is one characteristic of the human mind. But what does it mean to say the mind is a “prediction machine” and inherently forward looking as is frequently claimed? In natural languages, many contexts are not easily predictable in a forward fashion. In English, for example, many frequent verbs do not carry unique meaning on their own but instead, rely on another word or words that follow them to become meaningful. Upon reading take a the processor often cannot easily predict walk as the next word. But the system can “look back” and integrate walk more easily when it follows take a (e.g., as opposed to *make|get|have a walk). In the present paper, we provide further evidence for the importance of both forward and backward‐looking in language processing. In two self‐paced reading tasks and an eye‐tracking reading task, we found evidence that adult English native speakers’ sensitivity to word forward and backward conditional probability significantly predicted reading times over and above psycholinguistic predictors of reading latencies. We conclude that both forward and backward‐looking (prediction and integration) appear to be important characteristics of language processing. Our results thus suggest that it makes just as much sense to call the mind an “integration machine” which is inherently backward ‘looking.’ John Wiley and Sons Inc. 2022-10-14 2022-10 /pmc/articles/PMC9786242/ /pubmed/36240464 http://dx.doi.org/10.1111/cogs.13201 Text en © 2022 The Authors. Cognitive Science published by Wiley Periodicals LLC on behalf of Cognitive Science Society (CSS). https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Regular Article
Onnis, Luca
Lim, Alfred
Cheung, Shirley
Huettig, Falk
Is the Mind Inherently Predicting? Exploring Forward and Backward Looking in Language Processing
title Is the Mind Inherently Predicting? Exploring Forward and Backward Looking in Language Processing
title_full Is the Mind Inherently Predicting? Exploring Forward and Backward Looking in Language Processing
title_fullStr Is the Mind Inherently Predicting? Exploring Forward and Backward Looking in Language Processing
title_full_unstemmed Is the Mind Inherently Predicting? Exploring Forward and Backward Looking in Language Processing
title_short Is the Mind Inherently Predicting? Exploring Forward and Backward Looking in Language Processing
title_sort is the mind inherently predicting? exploring forward and backward looking in language processing
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9786242/
https://www.ncbi.nlm.nih.gov/pubmed/36240464
http://dx.doi.org/10.1111/cogs.13201
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