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Automated Whole Sentence Grammar Correction Using a Noisy Channel Model

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Figure

Figure 1: Example of noisy channel model
Figure 2: Example of noise model
Figure 3: Example of language model (top) and noisemodel (middle) wFST composition. The vector of the-expectation semiring weight is in brackets
Table 1: BLEU and METEOR scores for ESL sentencesvs manual corrections on 100 randomly chosen sentences
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