The variety of morphological processes attested in inflectional system of average complexity calls for adaptive strategies of word alignment. Prefixation, suffixation, stem alternation and combinations thereof pose severe problems to unsupervised algorithms of morphology induction. The paper analyses morphological generalisation as a by-product of flexible memory self-organisation strategies for word recoding. Our model endorses the hypothesis that lexical forms are memorised as full units. At the same time, lexical units are paradigmatically organised. We show that the overall amount of redundant morphological structure emerging from paradigm-based self-organisation has a clear impact on generalisation. This supports the view that issues of word representation and issues of word processing are mutually implied in lexical acquisition.

Word alignment and paradigm induction

Marzi Claudia
Primo
;
Ferro Marcello
Secondo
;
Pirrelli Vito
Ultimo
2012

Abstract

The variety of morphological processes attested in inflectional system of average complexity calls for adaptive strategies of word alignment. Prefixation, suffixation, stem alternation and combinations thereof pose severe problems to unsupervised algorithms of morphology induction. The paper analyses morphological generalisation as a by-product of flexible memory self-organisation strategies for word recoding. Our model endorses the hypothesis that lexical forms are memorised as full units. At the same time, lexical units are paradigmatically organised. We show that the overall amount of redundant morphological structure emerging from paradigm-based self-organisation has a clear impact on generalisation. This supports the view that issues of word representation and issues of word processing are mutually implied in lexical acquisition.
Campo DC Valore Lingua
dc.authority.ancejournal LINGUE E LINGUAGGIO en
dc.authority.orgunit Istituto di linguistica computazionale "Antonio Zampolli" - ILC en
dc.authority.people Marzi Claudia en
dc.authority.people Ferro Marcello en
dc.authority.people Pirrelli Vito en
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dc.contributor.appartenenza Istituto di linguistica computazionale "Antonio Zampolli" - ILC *
dc.contributor.appartenenza.mi 918 *
dc.date.accessioned 2024/02/16 05:10:05 -
dc.date.available 2024/02/16 05:10:05 -
dc.date.firstsubmission 2024/09/25 16:28:43 *
dc.date.issued 2012 -
dc.date.submission 2024/09/25 16:28:43 *
dc.description.abstracteng The variety of morphological processes attested in inflectional system of average complexity calls for adaptive strategies of word alignment. Prefixation, suffixation, stem alternation and combinations thereof pose severe problems to unsupervised algorithms of morphology induction. The paper analyses morphological generalisation as a by-product of flexible memory self-organisation strategies for word recoding. Our model endorses the hypothesis that lexical forms are memorised as full units. At the same time, lexical units are paradigmatically organised. We show that the overall amount of redundant morphological structure emerging from paradigm-based self-organisation has a clear impact on generalisation. This supports the view that issues of word representation and issues of word processing are mutually implied in lexical acquisition. -
dc.description.affiliations Institute for Computational Linguistics, Italian National Research Council (CNR-ILC, Pisa) -
dc.description.allpeople Marzi, Claudia; Ferro, Marcello; Pirrelli, Vito -
dc.description.allpeopleoriginal Marzi, Claudia; Ferro, Marcello; Pirrelli, Vito en
dc.description.fulltext none en
dc.description.note ID_PUMA: /cnr.ilc/2012-A0-009 en
dc.description.numberofauthors 3 -
dc.identifier.doi 10.1418/38789 en
dc.identifier.scopus 2-s2.0-84892516290 -
dc.identifier.uri https://hdl.handle.net/20.500.14243/6224 -
dc.identifier.url http://www.rivisteweb.it/doi/10.1418/38789 en
dc.language.iso eng en
dc.miur.last.status.update 2024-09-25T14:28:53Z *
dc.relation.firstpage 251 en
dc.relation.issue 2 en
dc.relation.lastpage 274 en
dc.relation.medium STAMPA en
dc.relation.numberofpages 24 en
dc.relation.volume XI en
dc.subject.keywordseng Morphological Generalisation; Morphological Paradigms; Self-Organising Memory; Word coding and Processing -
dc.subject.singlekeyword Morphological Generalisation *
dc.subject.singlekeyword Morphological Paradigms *
dc.subject.singlekeyword Self-Organising Memory *
dc.subject.singlekeyword Word coding and Processing *
dc.title Word alignment and paradigm induction en
dc.type.circulation Internazionale en
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dc.type.full 01 Contributo su Rivista::01.01 Articolo in rivista it
dc.type.miur 262 -
dc.type.referee Sì, ma tipo non specificato en
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iris.scopus.extTitle Word alignment and paradigm induction -
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scopus.category 3310 *
scopus.contributor.affiliation Consiglio Nazionale delle Ricerche -
scopus.contributor.affiliation Consiglio Nazionale delle Ricerche -
scopus.contributor.affiliation Consiglio Nazionale delle Ricerche -
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scopus.contributor.country Italy -
scopus.contributor.country Italy -
scopus.contributor.country Italy -
scopus.contributor.dptid -
scopus.contributor.dptid -
scopus.contributor.dptid -
scopus.contributor.name Claudia -
scopus.contributor.name Marcello -
scopus.contributor.name Vito -
scopus.contributor.subaffiliation Istituto di Linguistica Computazionale A. Zampolli; -
scopus.contributor.subaffiliation Istituto di Linguistica Computazionale A. Zampolli; -
scopus.contributor.subaffiliation Istituto di Linguistica Computazionale A. Zampolli; -
scopus.contributor.surname Marzi -
scopus.contributor.surname Ferro -
scopus.contributor.surname Pirrelli -
scopus.date.issued 2012 *
scopus.description.abstracteng The variety of morphological processes attested in inflectional systems of average complexity calls for adaptive strategies of word alignment. Prefixation, suffixation, stem alternation and combinations thereof pose severe problems to unsupervised algorithms of morphology induction. The paper analyses morphological generalisation as a by-product of flexible memory self-organisation strategies for word recoding. Our model endorses the hypothesis that lexical forms are memorised as full units. At the same time, lexical units are paradigmatically organised. We show that the overall amount of redundant morphological structure emerging from paradigm-based self-organisation has a clear impact on generalisation. This supports the view that issues of word representation and issues of word processing are mutually implied in lexical acquisition. *
scopus.description.allpeopleoriginal Marzi C.; Ferro M.; Pirrelli V. *
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scopus.identifier.doi 10.1418/38789 *
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scopus.language.iso eng *
scopus.publisher.name Societa Editrice il Mulino *
scopus.publisher.place ;Strada Maggiore 37 *
scopus.relation.firstpage 251 *
scopus.relation.issue 2 *
scopus.relation.lastpage 274 *
scopus.relation.volume 11 *
scopus.subject.keywords Morphological generalisation; Morphological paradigms; Self-organising memory; Word coding; Word processing; *
scopus.title Word alignment and paradigm induction *
scopus.titleeng Word alignment and paradigm induction *
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