Publication Date:
2016
abstract:
Paradigm-based approaches to word processing/learning assume that word forms are not acquired in isolation, but through associative relations linking members of the same word family (e.g. a paradigm, or a set of forms filling the same paradigm cell). Principles of correlative learning offer a set of dynamic equations that are key to modelling this complex dynamic at a considerable level of detail. We use these dynamic equations to simulate acquisition of Modern Greek conjugation, and we compare the results with evidence from German and Italian. Simulations show that different Greek verb classes are processed and acquired differentially, depending on their degrees of formal transparency and predictability. We relate these results to psycholinguistic evidence on Modern Greek word processing, and interpret our findings as supporting a view of the mental lexicon as an emergent integrative system.
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
word processing; paradigm-based learning; morphological processing; Greek stem allomoprhy; Temporal Self-Organising Map
List of contributors:
Cardillo, FRANCO ALBERTO; Pirrelli, Vito; Marzi, Claudia; Ferro, Marcello
Book title:
CLiC-it & EVALITA 2016 - Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016)
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