Putting Machine Translation in Context with the Noisy Channel Model

Sartran Laurent
Sartran Laurent
Stokowiec Wojciech
Stokowiec Wojciech
Kong Lingpeng
Kong Lingpeng
Cited by: 0|Views61

Abstract:

We show that Bayes' rule provides a compelling mechanism for controlling unconditional document language models, using the long-standing challenge of effectively leveraging document context in machine translation. In our formulation, we estimate the probability of a candidate translation as the product of the unconditional probability o...More

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