Tibetan Number Identification and Translation

Acta Scientiarum Naturalium Universitatis Pekinensis

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Tibetan Number Identification and Translation

SUN Meng^1,2, HUA Quecairang³, LIU Kai¹, Lü Yajuan¹, LIU Qun¹

1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190; 2. Graduate University, Chinese Academy of Sciences, Beijing 100049; 3. Tibetan Information Research Center, QingHai Normal University, Xining 810008;

Received:2012-06-05 Online:2013-01-20 Published:2013-01-20

藏文数词识别与翻译

孙萌^1,2,华却才让³,刘凯¹,吕雅娟¹,刘群¹

1. 中国科学院计算技术研究所, 北京 100190; 2. 中国科学院研究生院, 北京 100049; 3. 青海师范大学藏文信息研究中心, 西宁 810008;

Abstract

Abstract: The authors propose a definition of Tibetan number basic component through analyzing the inner structure and the boundary information. A best path decision was applied in judging basic component, then the number was recognized and translated by a finite automation model, finally a template matching algorithm was used for processing complicated number. The F-score of identification and translation is 98.73% and the BLEU score of Tibetan-Chinese translation obtains an improvement of 2.64%.

Key words: Tibetan, number basic component, automation, number indentification, number translation

摘要： 通过对藏文数词内部构词规律及外部边界信息进行分析, 提出对藏文数词基本构件定义的方案。采取最优路径决策模型判断数词构件边界, 然后通过有限自动机模型识别并翻译基本数词, 最后用模板匹配算法处理复杂数词。结果表明，提出的方法对数词识别与翻译的F值达到98.73%, 在藏汉机器翻译的测试集上的BLEU提高了2.64%。

关键词: 藏文, 数词基本构件, 自动机, 数词识别, 数词翻译

CLC Number:

TP391

SUN Meng,HUA Quecairang,LIU Kai,Lü Yajuan,LIU Qun. Tibetan Number Identification and Translation[J]. Acta Scientiarum Naturalium Universitatis Pekinensis.

孙萌,华却才让,刘凯,吕雅娟,刘群. 藏文数词识别与翻译[J]. 北京大学学报（自然科学版）.

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URL: https://xbna.pku.edu.cn/EN/

https://xbna.pku.edu.cn/EN/Y2013/V49/I1/75

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Tibetan Number Identification and Translation

藏文数词识别与翻译

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