We probably sense sense probabilities
Апстракт
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:
visual lexical decision / ve discrimination learning / the number of senses / redundancy / polysemy / naï / lexical ambiguity / entropyИзвор:
Language Cognition and Neuroscience, 2021Издавач:
- Routledge Journals, Taylor & Francis Ltd, Abingdon
Финансирање / пројекти:
- Фундаментални когнитивни процеси и функције (RS-MESTD-Basic Research (BR or ON)-179033)
- Наследни, средински и психолошки чиниоци менталног здравља (RS-MESTD-Basic Research (BR or ON)-179006)
DOI: 10.1080/23273798.2021.1909083
ISSN: 2327-3798
WoS: 000636109100001
Scopus: 2-s2.0-85103677130
Институција/група
Psihologija / PsychologyTY - JOUR AU - Filipović Đurđević, Dušica AU - Kostić, Aleksandar PY - 2021 UR - http://reff.f.bg.ac.rs/handle/123456789/3356 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 - Routledge Journals, Taylor & Francis Ltd, Abingdon T2 - Language Cognition and Neuroscience T1 - We probably sense sense probabilities DO - 10.1080/23273798.2021.1909083 ER -
@article{ author = "Filipović Đurđević, Dušica and Kostić, Aleksandar", year = "2021", 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 = "Routledge Journals, Taylor & Francis Ltd, Abingdon", journal = "Language Cognition and Neuroscience", title = "We probably sense sense probabilities", doi = "10.1080/23273798.2021.1909083" }
Filipović Đurđević, D.,& Kostić, A.. (2021). We probably sense sense probabilities. in Language Cognition and Neuroscience Routledge Journals, Taylor & Francis Ltd, Abingdon.. https://doi.org/10.1080/23273798.2021.1909083
Filipović Đurđević D, Kostić A. We probably sense sense probabilities. in Language Cognition and Neuroscience. 2021;. doi:10.1080/23273798.2021.1909083 .
Filipović Đurđević, Dušica, Kostić, Aleksandar, "We probably sense sense probabilities" in Language Cognition and Neuroscience (2021), https://doi.org/10.1080/23273798.2021.1909083 . .