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courses:rg:transductive_learning_for_statistical_machine_translation [2010/12/08 21:49] jawaid |
courses:rg:transductive_learning_for_statistical_machine_translation [2010/12/08 22:00] jawaid |
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| * Data filtering is performed on both bilingual and monolingual data to keep only that part of the data which is relevant to the test data. | * Data filtering is performed on both bilingual and monolingual data to keep only that part of the data which is relevant to the test data. | ||
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| + | * They used three different evaluation metrics for evaluating translation qulaity: **BLEU** score, **mWER** (multi-reference word error rate) and **mPER** (multi-reference position-independent word error rate). | ||
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| ===== What do we dislike about the paper ===== | ===== What do we dislike about the paper ===== | ||
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| + | * The technique defined in the paper uses the source side test data during training process which limits the use of this technique in different applications. For instance this learning mechanism can not be applied in online translation systems. | ||