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

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

;Shengxiang Gao;Zhengtao Yu;Chao Liu;Lin Chen;Xudong Hong
journal of power sources 2015 Vol. 2015 pp. -
51
gao2015mathematicala

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.

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ID: 194163
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0x95644003c57E6F55A65596E3D9Eac6813e3566dA
Article ID:
194163
Unique Identifier:
10.1155/2015/414963
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Scimatic Chain (ID: 481)
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