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基于多层过滤的统计机器翻译
周玉; 宗成庆; 徐波
Source Publication中文信息学报
2005
Volume19Issue:3Pages:54-60
Other AbstractIn this paper we propose anew algorithm called muhi-layer fiherirIg to exiract the bilingual alignment chunks alltomatically from Chinese-English parallel texts.Various layers are sed to extract bilingual chunks according to different features possessed by diffemm chunks in the bilingual corpus.Our chunking and alignment algorithm does not rely On the informarion from tagging,parsing or syntax analyzing as most conventional algorithms do.The preliminary experimental results express that our algorithm achieves a good performance in chunking and alignment.The F-measure of chunking is 0.7 and the F-measure of alignment is 0.8.Moreover,the translatiolls generated by this algorithm are much better than the results
generated by the baseline word alignment algorithm;it almost improves of 10%.
Keyword人工智能 机器翻译 多层过滤 双语语块识别与对齐
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/21781
Collection模式识别国家重点实验室_自然语言处理
Recommended Citation
GB/T 7714
周玉,宗成庆,徐波. 基于多层过滤的统计机器翻译[J]. 中文信息学报,2005,19(3):54-60.
APA 周玉,宗成庆,&徐波.(2005).基于多层过滤的统计机器翻译.中文信息学报,19(3),54-60.
MLA 周玉,et al."基于多层过滤的统计机器翻译".中文信息学报 19.3(2005):54-60.
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