a chinese-naxi tree-to-tree machine translation method based on subtree alignment

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ID: 194163
2015
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Abstract
In allusion to the syntactic differences between Chinese and Naxi language, the thesis presents a tree-to-tree method of Chinese-Naxi machine translation based on subtree alignment. In this method, we define a subtree alignment model, providing its inference probability, and solve the alignment missing problem of Chinese-Naxi alignment by updating nodes (insert or delete). And then we train the subtree alignment model by EM algorithm, merging subtree alignment to the translation model. Finally we extract the template of Chinese-Naxi translation, adopting the extraction algorithm based on matrix, and implement the Chinese-Naxi machine translation. Result of the contrast experiment shows that, compared to the Chinese-Naxi machine translation method based on tree-to-tree translation, the translation accuracy increased after importing subtree alignment.
Reference Key
gao2015mathematicala Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors ;Shengxiang Gao;Zhengtao Yu;Chao Liu;Lin Chen;Xudong Hong
Journal journal of power sources
Year 2015
DOI
10.1155/2015/414963
URL
http://dx.doi.org/10.1155/2015/414963
Keywords
civil engineering (general)mathematics engineering (general)

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