Stochastic model
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Publications (14)

1Detecting Errors in Corpora Using Support Vector Machines2002  Tetsuji Nakagawa,Yuji Matsumotoanalysis. binary labels for each POS tag class using a stochastic model (e.g. ngram) as follows: each word in a corpus becomes...

2A Statistical Theory of Dependency Syntax2000  Christer Samuelssonexpressive power. Section el describes how the proposed stochastic model of dependency syntax was realized as a probabilistic...

3Exploiting a Probabilistic Hierarchical Model for Generation2000  Srinivas Bangalore,Owen Rambowmuch syntactic knowledge as is available, leaving to a stochastic model only those issues that are not determined by the grammar...

4A Stochastic Parser Based on a Structural Word Prediction Modelrelation with the next word. Our: model is a generative stochastic model, thus this can be used not only as a parser but also...

5Processing Self Corrections in a speech to speech systemhypotheses about the existence of a repair. Second a stochastic model suggests a correction for every hypothesis. Well scored...

6Chinese Named Entity Identification Using Classbased Language Model&ODVV EDVHG /0 IRU 1( ,GHQWLILFDWLRQ The ngram LM is a stochastic model which predicts the next word given the previous n1...

7Hierarchical Dialogue Policy Learning using Flexible State Transitions and Linear Function Approximationwhere the new element G(i, j) β = P(m′m, s, a) is a stochastic model transition function that specifies the next model or...

8Towards Automatic Generation of Natural Language Generation SystemsThere needs to be a treebank in order to obtain the stochastic model TM driving the tree chooser. There also needs to be...

9The LinGO Redwoods Treebank: Motivation and Preliminary Applications2002  Stephan Oepen,Kristina Toutanova,Stuart M. Shieber,Christopher D. Manning,Daniel Flickinger,Thorsten Brantscan be viewed as just such a branching process, and a stochastic model of the trees can be built as a probabilistic contextfree...

10Integrating Syntactic and Prosodic Information for the Efficient Detection of Empty Categories1996  Anton Batliner,Anke Feldhaus,Stefan Geifiler,Andreas Kieflling,Tibor Kiss,Ralf Kompe,Elmar NothOstendorf, Mari and N.M. Veilleux: A Hierarchical Stochastic Model for Automatic Prediction of Prosodic Boundary Location...