A Discriminative Latent Variable Model for Statistical Machine Translation.
Large-scale discriminative machine translation promises to further the state-of-the-art, but has failed to deliver convincing gains over current heuristic frequency count systems.We argue that a principle reason for this failure is not dealing with multiple, equivalent translations. We present a tra...
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Association for Computer Linguistics
2008
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