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.
|Number of pages||2|
|Publication status||Published - 2008|
|Event||2008 AAAI Workshop - Chicago, IL, United States|
Duration: 2008 Jul 13 → 2008 Jul 13
|Other||2008 AAAI Workshop|
|Period||08/7/13 → 08/7/13|
ASJC Scopus subject areas