Exploiting auxiliary distributions in stochastic unification-based grammars

dc.creatorJohnson, Mark
dc.creatorRiezler, Stefan
dc.date2000-08-25
dc.date.accessioned2026-07-07T03:16:30Z
dc.date.available2026-07-07T03:16:30Z
dc.descriptionThis paper describes a method for estimating conditional probability distributions over the parses of ``unification-based'' grammars which can utilize auxiliary distributions that are estimated by other means. We show how this can be used to incorporate information about lexical selectional preferences gathered from other sources into Stochastic ``Unification-based'' Grammars (SUBGs). While we apply this estimator to a Stochastic Lexical-Functional Grammar, the method is general, and should be applicable to stochastic versions of HPSGs, categorial grammars and transformational grammars.
dc.description8 pages
dc.identifierhttps://arxiv.org/abs/cs/0008029
dc.identifierhttp://arxiv.org/abs/cs/0008029
dc.identifierProc 1st NAACL, 2000, pages 154-161
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/30377
dc.subjectComputation and Language
dc.subjectI.2.7
dc.titleExploiting auxiliary distributions in stochastic unification-based grammars
dc.typetext

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