Difference between revisions of "User:Gang Chen/GSoC 2013 Summary"
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= Project = |
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A Sliding-Window Drop-in Replacement for the HMM Part-of-Speech Tagger in Apertium |
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= Summary = |
= Summary = |
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Although the title shows that it's a sliding-window drop-in replacement for the HMM tagger, actually we did three things further: |
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1) Besides the SW tagger, we also implemented the Light Sliding-Window (LSW) tagger, and successfully incorporated rules into the LSW tagger. |
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2) Instead of replacing the original HMM, we implemented the LSW tagger as an extension, so that the functionalities of the original HMM are fully kept. |
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3) We wrote a paper about the implementation of the SW and LSW tagger, and conducted a series of experiments. |
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== The SW tagger == |
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== The LSW taggger == |
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Revision as of 11:00, 25 September 2013
Project
A Sliding-Window Drop-in Replacement for the HMM Part-of-Speech Tagger in Apertium
Summary
Although the title shows that it's a sliding-window drop-in replacement for the HMM tagger, actually we did three things further:
1) Besides the SW tagger, we also implemented the Light Sliding-Window (LSW) tagger, and successfully incorporated rules into the LSW tagger.
2) Instead of replacing the original HMM, we implemented the LSW tagger as an extension, so that the functionalities of the original HMM are fully kept.
3) We wrote a paper about the implementation of the SW and LSW tagger, and conducted a series of experiments.
