Two Phase Model for SMS Text Messages Refinement

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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
Title of host publicationAAAI Workshop - Technical Report
Pages7-8
Number of pages2
VolumeWS-08-04
Publication statusPublished - 2008 Dec 1
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

    Fingerprint

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Byun, J., Lee, S. W., Song, Y. I., & Rim, H-C. (2008). Two Phase Model for SMS Text Messages Refinement. In AAAI Workshop - Technical Report (Vol. WS-08-04, pp. 7-8)