INCORPORATING POS TAGGING INTO LANGUAGE MODELING

Peter A. Heeman, James F. Allen

Research output: Contribution to conferencePaperpeer-review

4 Scopus citations

Abstract

Language models for speech recognition tend to concentrate solely on recognizing the words that were spoken. In this paper, we redefine the speech recognition problem so that its goal is to find both the best sequence of words and their syntactic role (part-of-speech) in the utterance. This is a necessary first step towards tightening the interaction between speech recognition and natural language understanding.

Original languageEnglish (US)
Pages2767-2770
Number of pages4
StatePublished - 1997
Externally publishedYes
Event5th European Conference on Speech Communication and Technology, EUROSPEECH 1997 - Rhodes, Greece
Duration: Sep 22 1997Sep 25 1997

Conference

Conference5th European Conference on Speech Communication and Technology, EUROSPEECH 1997
Country/TerritoryGreece
CityRhodes
Period9/22/979/25/97

ASJC Scopus subject areas

  • Computer Science Applications
  • Software
  • Linguistics and Language
  • Communication

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