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Computational Models of Retrieval Processes in Sentence Processing

Authors: Vasishth , Shravan; Burchert, Frank; Nicenboim , Bruno; Engelmann , Felix;

Computational Models of Retrieval Processes in Sentence Processing

Abstract

Sentence comprehension requires that the comprehender work out who did what to whom. This process has been characterized as retrieval from memory. This review summarizes the quantitative predictions and empirical coverage of the two existing computational models of retrieval, and shows how the predictive performance of these two competing models can be tested against a benchmark data-set. We also show how computational modeling can help us better understand sources of variability in both unimpaired and impaired sentence comprehension.

Keywords

PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Memory, PsyArXiv|Social and Behavioral Sciences|Linguistics|Syntax, Models, Theoretical, bepress|Social and Behavioral Sciences|Psychology|Cognitive Psychology, PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology|Language, PsyArXiv|Social and Behavioral Sciences, bepress|Social and Behavioral Sciences|Linguistics|Syntax, PsyArXiv|Social and Behavioral Sciences|Linguistics|Psycholinguistics and Neurolinguistics, Mental Recall, bepress|Social and Behavioral Sciences, PsyArXiv|Social and Behavioral Sciences|Cognitive Psychology, Humans, bepress|Social and Behavioral Sciences|Linguistics|Psycholinguistics and Neurolinguistics, Comprehension, bepress|Social and Behavioral Sciences|Linguistics, PsyArXiv|Social and Behavioral Sciences|Linguistics, Language

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
63
Top 1%
Top 10%
Top 1%
hybrid