| Tipo di prodotto | Articolo in rivista |
|---|---|
| Titolo | Modelling the interaction of regularity and morphological structure: the case of Russian verb inflection |
| Anno di pubblicazione | 2020 |
| Formato | Cartaceo |
| Autore/i | Marzi, C. |
| Affiliazioni autori | Institute for Computational Linguistics - Italian National Research Council |
| Autori CNR e affiliazioni |
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| Lingua/e |
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| Abstract | The main focus of this paper is to investigate how aspects of morphological regularity may have an impact on early stages of word processing, prior to full lexical access. Here I explore the interaction of regularity and morphological structure by using a computational simulation of the process of learning Russian verb forms, without any morpho-syntactic or morphosemantic additional information. With a recurrent variant of self-organising memories, namely a Temporal Self-Organising Map, or TSOM, experimental results allow an investigation of the impact of incremental learning and online processing principles on paradigm organisation, by assessing the differential impact of several aspects of regularity, ranging from formal transparency and predictability to allomorphy, on the processing/learning behaviour in a connectionist framework. The proposed analysis suggests a performance-oriented account of inflectional regularity in morphology, whereby perception of morphological structure is not the by-product of the design of the human word processor, with rules separated from exceptions, but rather an emergent property of the dynamic self-organisation of stored lexical representations, dependent on the adaptive processing history of inflected word forms, intrinsically graded and probabilistic. |
| Lingua abstract | inglese |
| Altro abstract | - |
| Lingua altro abstract | - |
| Pagine da | 131 |
| Pagine a | 156 |
| Pagine totali | 26 |
| Rivista | Lingue e linguaggio Attiva dal 2002 Editore: Il Mulino. - Bologna Paese di pubblicazione: Italia Lingua: italiano ISSN: 1720-9331 Titolo chiave: Lingue e linguaggio Titolo abbreviato: Ling. linguaggio |
| Numero volume della rivista | XIX |
| Fascicolo della rivista | 1 |
| DOI | 10.1418/97534 |
| Verificato da referee | Sì: Internazionale |
| Stato della pubblicazione | Published version |
| Indicizzazione (in banche dati controllate) | - |
| Parole chiave | morphological complexity, discriminative learning, recurrent neural networks, self-organisation, Russian verb in?ection |
| Link (URL, URI) | https://www.mulino.it/riviste/issn/1720-9331 |
| Titolo parallelo | - |
| Licenza | - |
| Scadenza embargo | - |
| Data di accettazione | - |
| Note/Altre informazioni | - |
| Strutture CNR |
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| Moduli/Attività/Sottoprogetti CNR |
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| Progetti Europei | - |
| Allegati | Modelling the interaction of regularity and morphological structure: the case 0f Russian verb inflection (documento privato ) Descrizione: Published_pdf Tipo documento: application/pdf |
