We probably sense sense probabilities
Само за регистроване кориснике
2023
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In this paper, we demonstrate the effects of Information Theory measures on the processing of
polysemous nouns and reveal that the sensitivity to multiple related senses can be learned from
the linguistic context. We collected large-scale data and applied a correlation design to show
that an increase in sense uncertainty (or sense diversity) is followed by a faster visual lexical
decision. The facilitatory effect of sense uncertainty was revealed by the predictive power of
entropy, followed by the additional analysis, which revealed that both the number of senses
and the balance of sense probabilities affected processing. For the first time, the balance of
sense probabilities was described via redundancy to demonstrate the effect of the numerical
description of the balance of sense probabilities. Finally, we crossed distribution semantics and
discrimination learning to show that polysemy effects can arise as a consequence of the
principles of error-driven learning.
Кључне речи:
entropy; lexical ambiguity; naïve discrimination learning; the number of senses; polysemy; redundancy; visual lexical decisionИзвор:
Language, Cognition and Neuroscience, 2023, 38, 4, 471-498Издавач:
- Taylor & Francis
Финансирање / пројекти:
- Ministry of Education, Science and Technological Development of Republic of Serbia (grant number: 179006)
- Ministry of Education, Science and Technological Development of Republic of Serbia (grant number: 179033)
DOI: 10.1080/23273798.2021.1909083
WoS: 000636109100001
Scopus: 2-s2.0-85103677130
Институција/група
Psihologija / PsychologyTY - JOUR AU - Filipović Đurđević, Dušica AU - Kostić, Aleksandar PY - 2023 UR - http://reff.f.bg.ac.rs/handle/123456789/4501 AB - In this paper, we demonstrate the effects of Information Theory measures on the processing of polysemous nouns and reveal that the sensitivity to multiple related senses can be learned from the linguistic context. We collected large-scale data and applied a correlation design to show that an increase in sense uncertainty (or sense diversity) is followed by a faster visual lexical decision. The facilitatory effect of sense uncertainty was revealed by the predictive power of entropy, followed by the additional analysis, which revealed that both the number of senses and the balance of sense probabilities affected processing. For the first time, the balance of sense probabilities was described via redundancy to demonstrate the effect of the numerical description of the balance of sense probabilities. Finally, we crossed distribution semantics and discrimination learning to show that polysemy effects can arise as a consequence of the principles of error-driven learning. PB - Taylor & Francis T2 - Language, Cognition and Neuroscience T1 - We probably sense sense probabilities EP - 498 IS - 4 SP - 471 VL - 38 DO - 10.1080/23273798.2021.1909083 ER -
@article{ author = "Filipović Đurđević, Dušica and Kostić, Aleksandar", year = "2023", abstract = "In this paper, we demonstrate the effects of Information Theory measures on the processing of polysemous nouns and reveal that the sensitivity to multiple related senses can be learned from the linguistic context. We collected large-scale data and applied a correlation design to show that an increase in sense uncertainty (or sense diversity) is followed by a faster visual lexical decision. The facilitatory effect of sense uncertainty was revealed by the predictive power of entropy, followed by the additional analysis, which revealed that both the number of senses and the balance of sense probabilities affected processing. For the first time, the balance of sense probabilities was described via redundancy to demonstrate the effect of the numerical description of the balance of sense probabilities. Finally, we crossed distribution semantics and discrimination learning to show that polysemy effects can arise as a consequence of the principles of error-driven learning.", publisher = "Taylor & Francis", journal = "Language, Cognition and Neuroscience", title = "We probably sense sense probabilities", pages = "498-471", number = "4", volume = "38", doi = "10.1080/23273798.2021.1909083" }
Filipović Đurđević, D.,& Kostić, A.. (2023). We probably sense sense probabilities. in Language, Cognition and Neuroscience Taylor & Francis., 38(4), 471-498. https://doi.org/10.1080/23273798.2021.1909083
Filipović Đurđević D, Kostić A. We probably sense sense probabilities. in Language, Cognition and Neuroscience. 2023;38(4):471-498. doi:10.1080/23273798.2021.1909083 .
Filipović Đurđević, Dušica, Kostić, Aleksandar, "We probably sense sense probabilities" in Language, Cognition and Neuroscience, 38, no. 4 (2023):471-498, https://doi.org/10.1080/23273798.2021.1909083 . .