Language StudiesComputer ScienceLinguisticsComputational LinguisticsNatural Language ProcessingSyntaxLanguage ModelingLanguage ModelsLexical AnalysisStatistical InferenceSyntactic AnalysisWritten CorporaProbabilistic SemanticsStochastic Grammar Systems
In this paper we provide a probabilistic interpretation for typed feature structures very similar to those used by Pollard and Sag. We begin with a version of the interpretation which lacks a treatment of re-entrant feature structures, then provide an extended interpretation which allows them. We sketch algorithms allowing the numerical parameters of our probabilistic interpretations of HPSG to be estimated from corpora.
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Statistical Language Learning.
SW, Eugene Charniak · Journal of the American Statistical Association · 1994 · 368 citations