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 |
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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 |
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Country/Territory | United States |
City | Chicago, IL |
Period | 08/7/13 → 08/7/13 |
ASJC Scopus subject areas
- Engineering(all)