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Simultaneous effects of inflectional paradigms and classes in processing of Serbian verbs

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2018
2581.pdf (334.7Kb)
Аутори
Filipović Đurđević, Dušica
Gatarić, Isidora
Чланак у часопису (Објављена верзија)
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Апстракт
In this paper we show that the processing of inflected verb forms is simultaneously influenced by the distributional properties of their inflectional paradigm (all the inflected forms of the given verb) and also by their inflectional class (all the verbs that conjugate in the same manner). Thus, we generalize a finding that was previously observed with nouns. We demonstrate that a divergence of the frequency distribution within inflectional paradigm from the frequency distribution within inflectional class (operationalized as Relative entropy between the two frequency distributions) is detrimental to processing. We present the results of a visual lexical decision experiment and the results of a simulation that was ran in the Naive Discriminative Reader, a simple computational model based on basic learning principles. We show that Relative entropy between an inflectional paradigm and an inflectional class predicts both empirically observed and simulated processing latencies. By doing so..., we add to the body of research that investigates processing effects of information theory based descriptions of language. We also demonstrate that the effect of Relative entropy on the processing of morphology can arise as a consequence of the principles of discriminative learning in a system that maps input cues to outcomes, with no specification of morphology per se.

Кључне речи:
verbs / Relative entropy / paradigms and classes / Naive Discriminative Reader / inflectional morphology
Извор:
Psihologija, 2018, 51, 3, 259-287
Издавач:
  • Društvo psihologa Srbije, Beograd

DOI: 10.2298/PSI170811015F

ISSN: 0048-5705

WoS: 000445141600001

Scopus: 2-s2.0-85053039819
[ Google Scholar ]
3
3
URI
http://reff.f.bg.ac.rs/handle/123456789/2584
Колекције
  • Radovi istraživača / Researcher's publications - Odeljenje za psihologiju
Институција/група
Psihologija / Psychology
TY  - JOUR
AU  - Filipović Đurđević, Dušica
AU  - Gatarić, Isidora
PY  - 2018
UR  - http://reff.f.bg.ac.rs/handle/123456789/2584
AB  - In this paper we show that the processing of inflected verb forms is simultaneously influenced by the distributional properties of their inflectional paradigm (all the inflected forms of the given verb) and also by their inflectional class (all the verbs that conjugate in the same manner). Thus, we generalize a finding that was previously observed with nouns. We demonstrate that a divergence of the frequency distribution within inflectional paradigm from the frequency distribution within inflectional class (operationalized as Relative entropy between the two frequency distributions) is detrimental to processing. We present the results of a visual lexical decision experiment and the results of a simulation that was ran in the Naive Discriminative Reader, a simple computational model based on basic learning principles. We show that Relative entropy between an inflectional paradigm and an inflectional class predicts both empirically observed and simulated processing latencies. By doing so, we add to the body of research that investigates processing effects of information theory based descriptions of language. We also demonstrate that the effect of Relative entropy on the processing of morphology can arise as a consequence of the principles of discriminative learning in a system that maps input cues to outcomes, with no specification of morphology per se.
PB  - Društvo psihologa Srbije, Beograd
T2  - Psihologija
T1  - Simultaneous effects of inflectional paradigms and classes in processing of Serbian verbs
EP  - 287
IS  - 3
SP  - 259
VL  - 51
DO  - 10.2298/PSI170811015F
ER  - 
@article{
author = "Filipović Đurđević, Dušica and Gatarić, Isidora",
year = "2018",
abstract = "In this paper we show that the processing of inflected verb forms is simultaneously influenced by the distributional properties of their inflectional paradigm (all the inflected forms of the given verb) and also by their inflectional class (all the verbs that conjugate in the same manner). Thus, we generalize a finding that was previously observed with nouns. We demonstrate that a divergence of the frequency distribution within inflectional paradigm from the frequency distribution within inflectional class (operationalized as Relative entropy between the two frequency distributions) is detrimental to processing. We present the results of a visual lexical decision experiment and the results of a simulation that was ran in the Naive Discriminative Reader, a simple computational model based on basic learning principles. We show that Relative entropy between an inflectional paradigm and an inflectional class predicts both empirically observed and simulated processing latencies. By doing so, we add to the body of research that investigates processing effects of information theory based descriptions of language. We also demonstrate that the effect of Relative entropy on the processing of morphology can arise as a consequence of the principles of discriminative learning in a system that maps input cues to outcomes, with no specification of morphology per se.",
publisher = "Društvo psihologa Srbije, Beograd",
journal = "Psihologija",
title = "Simultaneous effects of inflectional paradigms and classes in processing of Serbian verbs",
pages = "287-259",
number = "3",
volume = "51",
doi = "10.2298/PSI170811015F"
}
Filipović Đurđević, D.,& Gatarić, I.. (2018). Simultaneous effects of inflectional paradigms and classes in processing of Serbian verbs. in Psihologija
Društvo psihologa Srbije, Beograd., 51(3), 259-287.
https://doi.org/10.2298/PSI170811015F
Filipović Đurđević D, Gatarić I. Simultaneous effects of inflectional paradigms and classes in processing of Serbian verbs. in Psihologija. 2018;51(3):259-287.
doi:10.2298/PSI170811015F .
Filipović Đurđević, Dušica, Gatarić, Isidora, "Simultaneous effects of inflectional paradigms and classes in processing of Serbian verbs" in Psihologija, 51, no. 3 (2018):259-287,
https://doi.org/10.2298/PSI170811015F . .

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