Two Phase Model for SMS Text Messages Refinement

Jeunghyun Byun; Seung Wook Lee; Young In Song; Hae Chang Rim

Two Phase Model for SMS Text Messages Refinement

Jeunghyun Byun, Seung Wook Lee, Young In Song, Hae Chang Rim

* Honorary professors

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

7 Citations (Scopus)

Abstract

In this paper, we propose a new model for refining SMS text messages where two different kinds of grammatical errors frequently occur together. A two-phase approach based on the divide and conquer strategy is presented where HMM-based model is used for correcting spacing errors in the first phase, and rule-based correction model is used for correcting spelling errors in the second phase. Experimental results show that the proposed approach yields better performance than the translation based approach.

Original language	English
Pages	7-8
Number of pages	2
Publication status	Published - 2008
Event	2008 AAAI Workshop - Chicago, IL, United States Duration: 2008 Jul 13 → 2008 Jul 13

Other

Other	2008 AAAI Workshop
Country/Territory	United States
City	Chicago, IL
Period	08/7/13 → 08/7/13

ASJC Scopus subject areas

Engineering(all)

Cite this

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title = "Two Phase Model for SMS Text Messages Refinement",

abstract = "In this paper, we propose a new model for refining SMS text messages where two different kinds of grammatical errors frequently occur together. A two-phase approach based on the divide and conquer strategy is presented where HMM-based model is used for correcting spacing errors in the first phase, and rule-based correction model is used for correcting spelling errors in the second phase. Experimental results show that the proposed approach yields better performance than the translation based approach.",

author = "Jeunghyun Byun and Lee, {Seung Wook} and Song, {Young In} and Rim, {Hae Chang}",

year = "2008",

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note = "2008 AAAI Workshop ; Conference date: 13-07-2008 Through 13-07-2008",

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T1 - Two Phase Model for SMS Text Messages Refinement

AU - Byun, Jeunghyun

AU - Lee, Seung Wook

AU - Song, Young In

AU - Rim, Hae Chang

PY - 2008

Y1 - 2008

N2 - In this paper, we propose a new model for refining SMS text messages where two different kinds of grammatical errors frequently occur together. A two-phase approach based on the divide and conquer strategy is presented where HMM-based model is used for correcting spacing errors in the first phase, and rule-based correction model is used for correcting spelling errors in the second phase. Experimental results show that the proposed approach yields better performance than the translation based approach.

AB - In this paper, we propose a new model for refining SMS text messages where two different kinds of grammatical errors frequently occur together. A two-phase approach based on the divide and conquer strategy is presented where HMM-based model is used for correcting spacing errors in the first phase, and rule-based correction model is used for correcting spelling errors in the second phase. Experimental results show that the proposed approach yields better performance than the translation based approach.

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M3 - Paper

AN - SCOPUS:66149170098

SP - 7

EP - 8

T2 - 2008 AAAI Workshop

Y2 - 13 July 2008 through 13 July 2008

ER -

Two Phase Model for SMS Text Messages Refinement

Abstract

Other

ASJC Scopus subject areas

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