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Uncertainty of polysemous word senses in the light of discrimination learning
(Book of Abstracts, International Conference on Error-Driven Learning in Language (EDLL 2021), March 10 - 12, University of Tübingen, 2021)
This research will present an attempt to simulate the processing effects of polysemy using the
model based on discrimination learning (Baayen, et al., 2011) thus showing that lexical-
semantic processing can be described ...
The polysemy effect across inflected word forms
(Institute for Psychology and Laboratory for Experimental Psychology, Faculty of Philosophy in Belgrade, 2021)
Polysemes are ambiguous words with multiple related senses (PAPER – ‘writing paper’ and ‘scientific paper’; Rodd et al., 2002). Previous research established that polyseme processing is also affected by sense uncertainty ...
The numberof senses effect in polysemous adjective recognition
(Institute for Psychology and Laboratory for Experimental Psychology, Faculty of Philosophy in Belgrade, 2021)
Previous research revealed a significant polysemy effect: namely, it found that words with multiple related senses (polysemous words) are recognised faster compared to the words with multiple unrelated meanings (homonymous ...
Polysemy in context: an experimental test of the sense entropy effect
(Institute for Psychology and Laboratory for Experimental Psychology, Faculty of Philosophy in Belgrade, 2022)
Entropy is a measure of sense uncertainty within polysemous words. The more senses a word has and the more balanced their probabilities are, the sense uncertainty is higher, i.e. the word is more ambiguous (Filipović ...
Estimating the Number of Senses and Sense Probability Distribution for Serbian Polysemous Nouns, Adjectives, and Verbs
(Institut za psihologiju, Filozofski fakultet, Univerzitet u BeograduLaboratorija za eksperimentalnu psihologiju, Filozofski fakultet, Univerzitet u Beogradu, 2023)
Previous findings revealed that number of senses and sense probabilities expressed as entropy
predicted processing of polysemous words (Filipović Đurđević & Kostić, 2021; Mišić &
Filipović Đurđević, 2022). However, that ...
Temporal dynamics of polysemous verb processing
(Institute for Psychology and Laboratory for Experimental Psychology, Faculty of Philosophy in Belgrade, 2020)
Semantic Settling Dynamics (SSD) model predicts that polysemy effect would change as a
function of time spent in processing (Armstrong & Plaut, 2016). In early processing, the
processing advantage would be large (compared ...
Distributed meanings and senses within discrimination learning framework – proof of concept
(Institute for Psychology and Laboratory for Experimental Psychology, Faculty of Philosophy in Belgrade, 2022)
Discrimination learning (DL), a simple learning mechanism has proven to be a powerful model for describing language processing. In this paper we contribute to describing the semantic phenomena in the light of DL. We do so ...
Can a naive discrimination learning model classify inflected forms of polysemous nouns?
(Faculty of Philosophy in Novi Sad, 2021)
The interactive approach in the modularity-of-syntax debate suggests that we simultaneously process a vast amount of information regarding both semantic and syntactic meaning of a word. When we add to the consideration the ...