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Machine translation as lexicalized parsing with hooks

By Liang Huang


We adapt the “hook ” trick for speeding up bilexical parsing to the decoding problem for machine translation models that are based on combining a synchronous context free grammar as the translation model with an n-gram language model. This dynamic programming technique yields lower complexity algorithms than have previously been described for an important class of translation models.

Year: 2005
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