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- W2616448704 abstract "Machine translation systems are inefficient when translating complex sentences. An important reason for this, among others, comes from the fact that the systems translate a complex sentence without taking into account the clausal relation between main and subordinate clauses. We devise a method for recognizing and utilizing the clausal relation to make the machine translation systems self-improve their performance. First, we attempt to find the clausal relation between the two clauses in a complex sentence through a machine learning mechanism. Second, utilizing this information, we try to pre-edit or modify the sentence so that the clausal relation is expressed overtly in the modified sentence. Experiments with a machine translation system have shown that our idea and methodology improve the performance of the system." @default.
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- W2616448704 date "2005-08-01" @default.
- W2616448704 modified "2023-09-26" @default.
- W2616448704 title "Recognition and Utilization of Clausal Relations in Complex Sentences for Improving the Performance of Machine Translation Systems" @default.
- W2616448704 doi "https://doi.org/10.1080/09296170500055376" @default.
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