INCORPORATING POS TAGGING INTO LANGUAGE MODELING

Peter A. Heeman; James F. Allen

INCORPORATING POS TAGGING INTO LANGUAGE MODELING

Peter A. Heeman, James F. Allen

Research output: Contribution to conference › Paper › peer-review

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 language	English (US)
Pages	2767-2770
Number of pages	4
State	Published - 1997
Externally published	Yes
Event	5th European Conference on Speech Communication and Technology, EUROSPEECH 1997 - Rhodes, Greece Duration: Sep 22 1997 → Sep 25 1997

Conference

Conference	5th European Conference on Speech Communication and Technology, EUROSPEECH 1997
Country/Territory	Greece
City	Rhodes
Period	9/22/97 → 9/25/97

ASJC Scopus subject areas

Computer Science Applications
Software
Linguistics and Language
Communication

Cite this

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title = "INCORPORATING POS TAGGING INTO LANGUAGE MODELING",

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.",

author = "Heeman, {Peter A.} and Allen, {James F.}",

note = "Publisher Copyright: {\textcopyright} 1997 5th European Conference on Speech Communication and Technology, EUROSPEECH 1997. All rights reserved.; 5th European Conference on Speech Communication and Technology, EUROSPEECH 1997 ; Conference date: 22-09-1997 Through 25-09-1997",

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AU - Allen, James F.

PY - 1997

Y1 - 1997

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AB - 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.

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M3 - Paper

AN - SCOPUS:85063100369

SP - 2767

EP - 2770

T2 - 5th European Conference on Speech Communication and Technology, EUROSPEECH 1997

Y2 - 22 September 1997 through 25 September 1997

ER -

INCORPORATING POS TAGGING INTO LANGUAGE MODELING

Abstract

Conference

ASJC Scopus subject areas

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