Two Phase Model for SMS Text Messages Refinement

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

Research output: Contribution to conferencePaper

6 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 languageEnglish
Pages7-8
Number of pages2
Publication statusPublished - 2008
Event2008 AAAI Workshop - Chicago, IL, United States
Duration: 2008 Jul 132008 Jul 13

Other

Other2008 AAAI Workshop
CountryUnited States
CityChicago, IL
Period08/7/1308/7/13

ASJC Scopus subject areas

  • Engineering(all)

Fingerprint Dive into the research topics of 'Two Phase Model for SMS Text Messages Refinement'. Together they form a unique fingerprint.

  • Cite this

    Byun, J., Lee, S. W., Song, Y. I., & Rim, H. C. (2008). Two Phase Model for SMS Text Messages Refinement. 7-8. Paper presented at 2008 AAAI Workshop, Chicago, IL, United States.