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Evaluating Inflectional Complexity Crosslinguistically: a Processing Perspective

Contributo in Atti di convegno
Data di Pubblicazione:
2018
Abstract:
The paper provides a cognitively motivated method for evaluating the inflectional complexity of a language, based on a sample of "raw" inflected word forms processed and learned by a recurrent self-organising neural network with fixed parameter setting. Training items contain no information about either morphological content or structure. This makes the proposed method independent of both meta-linguistic issues (e.g. format and expressive power of descriptive rules, manual or automated segmentation of input forms, number of inflectional classes etc.) and language-specific typological aspects (e.g. word-based, stem-based or template-based morphology). Results are illustrated by contrasting Arabic, English, German, Greek, Italian and Spanish.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
paradigm-based morphology; inflectional complexity; prediction-based processing; recurrent self-organising networks; Statistical And Machine Learning Methods; Language Modelling
Elenco autori:
Pirrelli, Vito; Marzi, Claudia; Ferro, Marcello
Autori di Ateneo:
FERRO MARCELLO
MARZI CLAUDIA
PIRRELLI VITO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/349950
Titolo del libro:
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
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http://www.lrec-conf.org/proceedings/lrec2018/summaries/745.html
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