156 search results - page 11 / 32 » Linguistically Annotated BTG for Statistical Machine Transla... |
167
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NAACL
2010
15 years 3 months ago
2010
The distortion cost function used in Mosesstyle machine translation systems has two flaws. First, it does not estimate the future cost of known required moves, thus increasing sea...
220
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ACL
2009
15 years 3 months ago
2009
Statistical models in machine translation exhibit spurious ambiguity. That is, the probability of an output string is split among many distinct derivations (e.g., trees or segment...
166
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ACL
2009
15 years 3 months ago
2009
An efficient decoding algorithm is a crucial element of any statistical machine translation system. Some researchers have noted certain similarities between SMT decoding and the f...
190
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ACL
2012
13 years 8 months ago
2012
Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
154
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ACL
2009
15 years 3 months ago
2009
Tree-based statistical machine translation models have made significant progress in recent years, especially when replacing 1-best trees with packed forests. However, as the parsi...