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Examination of Word-based Statistical Machine Translation Decoder

The first generation of the statistical machine translation was word-based, and its performance was low. More recently, phrase-based statistical machine translation has gotten better results.

In the proposed method, we think that the Japanese-English word dictionary and Japanese-English translation patterns were equivalent to the translation model of SMT. We also think that the word tri-gram was equivalent to the language model of SMT. Consequently, we think that the proposed method was equivalent to a word-based SMT decoder.



Jin'ichi Murakami 2013-06-26