Computer processing of written Arabic raises a number of challenges to traditional parsing architectures on many levels of linguistic analysis. In this contribution, we review some of these core issues and the demands they make, to suggest different strategies to successfully tackle them. In the end, we assess these issues in connection with the behaviour of neuro-biologically inspired lexical architectures known as Temporal Self-Organising Maps. We show that, far from being language-specific problems, issues in Arabic processing can shed light on some fundamental characteristics of the human language processor, such as structure-based lexical recoding, concurrent, competitive activation of output candidates and dynamic selection of optimal solutions.

Computational Linguistics and Language Physiology: Insights from Arabic NLP and Cooperative Editing

Pirrelli Vito
Primo
;
Nahli Ouafae
Secondo
;
Boschetti Federico;Del Gratta Riccardo;Marzi Claudia
Ultimo
2015

Abstract

Computer processing of written Arabic raises a number of challenges to traditional parsing architectures on many levels of linguistic analysis. In this contribution, we review some of these core issues and the demands they make, to suggest different strategies to successfully tackle them. In the end, we assess these issues in connection with the behaviour of neuro-biologically inspired lexical architectures known as Temporal Self-Organising Maps. We show that, far from being language-specific problems, issues in Arabic processing can shed light on some fundamental characteristics of the human language processor, such as structure-based lexical recoding, concurrent, competitive activation of output candidates and dynamic selection of optimal solutions.
Campo DC Valore Lingua
dc.authority.orgunit Istituto di linguistica computazionale "Antonio Zampolli" - ILC en
dc.authority.people Pirrelli Vito en
dc.authority.people Nahli Ouafae en
dc.authority.people Boschetti Federico en
dc.authority.people Del Gratta Riccardo en
dc.authority.people Marzi Claudia en
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dc.date.accessioned 2024/02/20 04:49:07 -
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dc.date.firstsubmission 2024/09/26 17:18:00 *
dc.date.issued 2015 -
dc.date.submission 2024/09/26 17:18:00 *
dc.description.abstracteng Computer processing of written Arabic raises a number of challenges to traditional parsing architectures on many levels of linguistic analysis. In this contribution, we review some of these core issues and the demands they make, to suggest different strategies to successfully tackle them. In the end, we assess these issues in connection with the behaviour of neuro-biologically inspired lexical architectures known as Temporal Self-Organising Maps. We show that, far from being language-specific problems, issues in Arabic processing can shed light on some fundamental characteristics of the human language processor, such as structure-based lexical recoding, concurrent, competitive activation of output candidates and dynamic selection of optimal solutions. -
dc.description.affiliations Institute for Computational Linguistics - National Research Council -
dc.description.allpeople Pirrelli, Vito; Nahli, Ouafae; Boschetti, Federico; DEL GRATTA, Riccardo; Marzi, Claudia -
dc.description.allpeopleoriginal Pirrelli, Vito; Nahli, Ouafae; Boschetti, Federico; Del Gratta, Riccardo; Marzi, Claudia en
dc.description.fulltext none en
dc.description.numberofauthors 5 -
dc.identifier.doi 10.1145/2802612.2802637 en
dc.identifier.isbn 978-1-4503-3295-8 en
dc.identifier.scopus 2-s2.0-84958689205 en
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dc.language.iso eng en
dc.miur.last.status.update 2024-10-11T12:11:41Z *
dc.relation.alleditors Francesca Tomasi, Roberto Rosselli Del Turco, Anna Maria Tammaro en
dc.relation.conferencedate 18-19/09/2014 en
dc.relation.conferencename Third AIUCD Annual Conference - Humanities and Their Methods in the Digital Ecosystem en
dc.relation.conferenceplace Bologna (IT) en
dc.relation.firstpage 1 en
dc.relation.ispartofbook Third AIUCD Annual Conference - Humanities and Their Methods in the Digital Ecosystem en
dc.relation.lastpage 8 en
dc.relation.medium ELETTRONICO en
dc.relation.numberofpages 8 en
dc.subject.keywordseng Non-concatenative morphology -
dc.subject.keywordseng Optical Character Recognition -
dc.subject.keywordseng WordNet -
dc.subject.keywordseng Temporal Self-organising Maps -
dc.subject.keywordseng Mental Lexicon -
dc.subject.keywordseng Language neuro-physiology -
dc.subject.singlekeyword Non-concatenative morphology *
dc.subject.singlekeyword Optical Character Recognition *
dc.subject.singlekeyword WordNet *
dc.subject.singlekeyword Temporal Self-organising Maps *
dc.subject.singlekeyword Mental Lexicon *
dc.subject.singlekeyword Language neuro-physiology *
dc.title Computational Linguistics and Language Physiology: Insights from Arabic NLP and Cooperative Editing en
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dc.type.referee Sì, ma tipo non specificato en
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iris.scopus.extTitle Computational linguistics and language physiology: Insights from Arabic nlp and cooperative editing -
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scopus.contributor.name Vito -
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scopus.description.abstracteng Computer processing of written Arabic raises a number of challenges to traditional parsing architectures on many levels of linguistic analysis. In this contribution, we review some of these core issues and the demands they make, to suggest different strategies to successfully tackle them. In the end, we assess these issues in connection with the behaviour of neuro-biologically inspired lexical architectures known as Temporal Self-Organising Maps. We show that, far from being language-specific problems, issues in Arabic processing can shed light on some fundamental characteristics of the human language processor, such as structure-based lexical recoding, concurrent, competitive activation of output candidates and dynamic selection of optimal solutions. *
scopus.description.allpeopleoriginal Pirrelli V.; Nahli O.; Boschetti F.; Gratta R.D.; Marzi C. *
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scopus.subject.keywords Language neuro-physiology; Mental Lexicon; Non-concatenative morphology; Optical Character Recognition; Temporal Self-organising Maps; WordNet; *
scopus.title Computational linguistics and language physiology: Insights from Arabic nlp and cooperative editing *
scopus.titleeng Computational linguistics and language physiology: Insights from Arabic nlp and cooperative editing *
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