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119
Voted
EMNLP
2009
15 years 12 days ago
2009
Current statistical machine translation (SMT) systems are trained on sentencealigned and word-aligned parallel text collected from various sources. Translation model parameters ar...
136
Voted
EMNLP
2009
15 years 12 days ago
2009
Current system combination methods usually use confusion networks to find consensus translations among different systems. Requiring one-to-one mappings between the words in candid...
117
Voted
NAACL
2004
15 years 4 months ago
2004
In statistical machine translation, the currently best performing systems are based in some way on phrases or word groups. We describe the baseline phrase-based translation system...
132
Voted
IBPRIA
2003
Springer
15 years 7 months ago
2003
Springer
In statistical machine translation, single-word based models have an important deficiency; they do not take contextual information into account for the translation decision. A poss...
157
Voted
AMTA
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. An adaptable statistical or hybrid MT system relies heavily on the quality of word-level alignments of real-world data. Statistical alignment approaches provide a reasona...