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Description
  • The hidden vector state (HVS) parser is a popular method for semantic parsing. It is used in the language understanding module of the statistical based spoken dialog system. This paper presents an extension of the HVS semantic parser. It enables the parser to generate broader class of semantic trees. This modication can be used to improve the performance of the parser by generating not only the right-branching trees (like original HVS parser) but also limited left-branching trees and their combinations. The extension retains simplicity and properties of the original HVS parser. We tested the method on Czech human-human train timetable corpus. The modied HVS parser yields statistically signicant improvement. The accuracy of the system increased from 50.4% to 58.3% absolutely.
  • The hidden vector state (HVS) parser is a popular method for semantic parsing. It is used in the language understanding module of the statistical based spoken dialog system. This paper presents an extension of the HVS semantic parser. It enables the parser to generate broader class of semantic trees. This modication can be used to improve the performance of the parser by generating not only the right-branching trees (like original HVS parser) but also limited left-branching trees and their combinations. The extension retains simplicity and properties of the original HVS parser. We tested the method on Czech human-human train timetable corpus. The modied HVS parser yields statistically signicant improvement. The accuracy of the system increased from 50.4% to 58.3% absolutely. (en)
Title
  • Extension of HVS semantic parser by allowing left-right branching
  • Extension of HVS semantic parser by allowing left-right branching (en)
skos:prefLabel
  • Extension of HVS semantic parser by allowing left-right branching
  • Extension of HVS semantic parser by allowing left-right branching (en)
skos:notation
  • RIV/49777513:23520/08:00500817!RIV10-MSM-23520___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M0567), P(LC536)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 367455
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/08:00500817
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • semantic analysis; spoken dialogue systems; spoken language understanding (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [B7F45E9A69A8]
http://linked.open...v/mistoKonaniAkce
  • Las Vegas, Nevada, U.S.A.
http://linked.open...i/riv/mistoVydani
  • New York
http://linked.open...i/riv/nazevZdroje
  • 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Švec, Jan
  • Müller, Luděk
  • Jurčíček, Filip
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000257456703232
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • IEEE
https://schema.org/isbn
  • 978-1-4244-1483-3
http://localhost/t...ganizacniJednotka
  • 23520
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