Identification reversible dependency tree languages
Identifieur interne : 009207 ( Main/Merge ); précédent : 009206; suivant : 009208Identification reversible dependency tree languages
Auteurs : Jérôme Besombes [France] ; Jean-Yves Marion [France]Source :
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Abstract
We investigate learning dependency grammar from positive data, in Gold's identification in the limit model. Examples are dependency trees. For this, we introduce reversible lexical dependency grammars which generate a significant class of languages. We have demonstrated that reversible dependency languages are learnable. We provide a $O(n^2)$-time, in the example size, algorithm.
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type="university">Université Nancy 2</orgName><orgName type="institution" wicri:auto="newGroup">Université de Lorraine</orgName><placeName><settlement type="city">Nancy</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Institut national polytechnique de Lorraine</orgName><orgName type="institution" wicri:auto="newGroup">Université de Lorraine</orgName></affiliation></author></analytic></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>dependency</term><term>dépendance</term><term>grammaire</term><term>grammar</term><term>identification</term><term>learning</term><term>reversible</term></keywords><keywords scheme="mix" xml:lang="fr"><term>apprentissage</term><term>gold</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">We investigate learning dependency grammar from positive data, in Gold's identification in the limit model. Examples are dependency trees. For this, we introduce reversible lexical dependency grammars which generate a significant class of languages. We have demonstrated that reversible dependency languages are learnable. We provide a $O(n^2)$-time, in the example size, algorithm.</div></front></TEI></record>Pour manipuler ce document sous Unix (Dilib)
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