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Citation

Jurčíček, F. : Statistical approach to the semantic analysis of spoken dialogues . p. 137, University of West Bohemia, Faculty of Applied Sciences, Pilsen, Czech Republic, Plzeň, 2007.

Abstract

This thesis concerns the development of the statistical semantic parser, primarily for use in the spoken dialogue systems. Particular emphasis is laid on the problems encountered in the statistical modeling. Chapter 5 describes the development of the human-human train time table semantic corpus. First, it details the annotation scheme and the process of annotation. In addition, it analyzes the obtained annotation in terms of inter and intra annotator agreement. Finally, it estimates lower-bound baselines and upper-bound ceilings for each part of the annotation scheme. Chapters 6 and 7 analyze the implementation of the baseline system. The outcomes of the analysis are then exploited in the following chapters. Chapters 8, 9, and 10 describe the improvements to the baseline parser such as the use of negative examples, the left-right-branching parsing, and the semantic parser input parametrization. Finally, Chapter 11 concludes the thesis, and we discuss the main contributions.

Detail of publication

Title: Statistical approach to the semantic analysis of spoken dialogues
Author: Jurčíček, F.
Language: English
Date of publication: 14 Jun 2007
Year: 2007
Type of publication: Habilitation and dissertation theses
Page: 137
Address: Plzeň
Date: 14 Jun 2007 - 14 Jun 2007
School: University of West Bohemia, Faculty of Applied Sciences, Pilsen, Czech Republic
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Keywords

semantic analysis, parsing

BibTeX

@PHDTHESIS{JurcicekF_2007_Statisticalapproach,
 author = {Jur\v{c}\'{i}\v{c}ek, F.},
 title = {Statistical approach to the semantic analysis of spoken dialogues},
 year = {2007},
 address = {Plze\v{n}},
 pages = {137},
 school = {University of West Bohemia, Faculty of Applied Sciences, Pilsen, Czech Republic},
 url = {http://www.kky.zcu.cz/en/publications/JurcicekF_2007_Statisticalapproach},
}