245 search results - page 13 / 49 » Computational Complexity of Statistical Machine Translation |
129
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ACL
2009
15 years 12 days 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...
115
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EMNLP
2004
15 years 4 months ago
2004
If two translation systems differ differ in performance on a test set, can we trust that this indicates a difference in true system quality? To answer this question, we describe b...
119
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EMNLP
2007
15 years 4 months ago
2007
We address the problem of training the free parameters of a statistical machine translation system. We show significant improvements over a state-of-the-art minimum error rate tr...
152
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IALP
2009
15 years 9 days ago
2009
Hierarchical phrase-based translation model has been proven to be a simple and powerful machine translation model. However, due to the computational complexity constraints, the ext...
137
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EMNLP
2010
15 years 17 days ago
2010
Minimum Error Rate Training is the algorithm for log-linear model parameter training most used in state-of-the-art Statistical Machine Translation systems. In its original formula...