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courses:rg:2012:encouraging-consistent-translation-bushra [2012/10/23 15:24]
jawaid vytvořeno |
courses:rg:2012:encouraging-consistent-translation-bushra [2012/10/23 15:25]
jawaid |
| Introduction: | ====Introduction:==== |
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| This paper emphasizes on using "one translation per discourse" heuristic in hierarchical phrase-based machine translation after getting motivated by "one sense per discourse" heuristic in Word Sense Disambiguation. A document (domain specific) is treated as a discourse unit in this paradigm. A novel approach of forced decoding is used to implement the heuristic in three different ways in machine translation system. Experiments are performed on Arabic-English and Chinese-English language pairs. | This paper emphasizes on using "one translation per discourse" heuristic in hierarchical phrase-based machine translation after getting motivated by "one sense per discourse" heuristic in Word Sense Disambiguation. A document (domain specific) is treated as a discourse unit in this paradigm. A novel approach of forced decoding is used to implement the heuristic in three different ways in machine translation system. Experiments are performed on Arabic-English and Chinese-English language pairs. |
