On the Semantics of Nonwords and Their Lexical Category

Autor/inn/en	Cassani, Giovanni; Chuang, Yu-Ying; Baayen, R. Harald
Titel	On the Semantics of Nonwords and Their Lexical Category
Quelle	In: Journal of Experimental Psychology: Learning, Memory, and Cognition, 46 (2020) 4, S.621-637 (17 Seiten) PDF als Volltext Verfügbarkeit
Zusatzinformation	ORCID (Cassani, Giovanni)
Sprache	englisch
Dokumenttyp	gedruckt; online; Zeitschriftenaufsatz
ISSN	0278-7393
DOI	10.1037/xlm0000747
Schlagwörter	Semantics; Phonology; Vocabulary; Classification; Child Language; Linguistic Theory; Nouns; Verbs; Inferences + Suchen Sie Ihr Suchwort? Semantik; Fonologie; Wortschatz; Classification system; Klassifikation; Klassifikationssystem; 'Children''s language'; Kindersprache; Linguistische Theorie; Inference; Inferenz
Abstract	Using computational simulations, this work demonstrates that it is possible to learn a systematic relation between words' sound and their meanings. The sound-meaning relation was learned from a corpus of phonologically transcribed child-directed speech by using the linear discriminative learning (LDL) framework (Baayen, Chuang, Shafaei-Bajestan, & Blevins, 2019), which implements linear mappings between words' form vectors and semantic vectors. Presented with the form vectors of 16 nonwords, taken from a study on word learning (Fitneva, Christiansen, & Monaghan, 2009), the network generated the estimated semantic vectors of the nonwords. As half of these nonwords were created to phonologically resemble English nouns and the other half were phonologically similar to English verbs, we assessed whether the estimated semantic vectors for these nonwords reflect this word category difference. In 7 different simulations, linear discriminant analysis (LDA) successfully discriminated between noun-like nonwords and verb-like nonwords, based on their semantic relation to the words in the lexicon. Furthermore, how well LDA categorized a nonword correlated well with a phonological typicality measure (i.e., the degree of its form being noun-like or verb-like) and with children's performance in an entity/action discrimination task. On the one hand, the results suggest that children can infer the implicit meaning of a word directly from its sound. On the other hand, this study shows that nonwords do land in semantic space, such that children can capitalize on their semantic relations with other elements in the lexicon to decide whether a nonword is more likely to denote an entity or an action. (As Provided).
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Erfasst von	ERIC (Education Resources Information Center), Washington, DC
Update	2024/1/01