A hybrid approach to English Part-of-Speech(PoS) tagging with its target application being English-Chinese machine translation in business domain is presented,demonstrating how a present tagger can be adapted to learn...A hybrid approach to English Part-of-Speech(PoS) tagging with its target application being English-Chinese machine translation in business domain is presented,demonstrating how a present tagger can be adapted to learn from a small amount of data and handle unknown words for the purpose of machine translation.A small size of 998 k English annotated corpus in business domain is built semi-automatically based on a new tagset;the maximum entropy model is adopted,and rule-based approach is used in post-processing.The tagger is further applied in Noun Phrase(NP) chunking.Experiments show that our tagger achieves an accuracy of 98.14%,which is a quite satisfactory result.In the application to NP chunking,the tagger gives rise to 2.21% increase in F-score,compared with the results using Stanford tagger.展开更多
As a beak with the traditional ＂prescriptive＂ approach and an important complement to translation theories, translation norms thus open up a descriptive and target-oriented perspective for the translation practice a...As a beak with the traditional ＂prescriptive＂ approach and an important complement to translation theories, translation norms thus open up a descriptive and target-oriented perspective for the translation practice and study. For the successful access of the translation text into the target culture, the translator has to make choices between two languages, texts and cultures, etc.. Thus the translation norms are revealed. This paper shows the operation of translation norms as seen from the English version of Chinese classics by KU Hung-ming and analyzes why KU Hung-ming＇s translation of Confucian classics such as Lun Yu and Zhong Yong enjoyed greater popularity among Western readers than the translation of Western missionaries. The paper also holds that the unfaithful translations regarded by a source text-oriented approach were actually where KU was most successful in implementing his translation strategies to achieve expressiveness.展开更多
基金supported by the National Natural Science Foundation of China under Grant No.61173100the Fundamental Research Funds for the Central Universities under Grant No.GDUT10RW202
文摘A hybrid approach to English Part-of-Speech(PoS) tagging with its target application being English-Chinese machine translation in business domain is presented,demonstrating how a present tagger can be adapted to learn from a small amount of data and handle unknown words for the purpose of machine translation.A small size of 998 k English annotated corpus in business domain is built semi-automatically based on a new tagset;the maximum entropy model is adopted,and rule-based approach is used in post-processing.The tagger is further applied in Noun Phrase(NP) chunking.Experiments show that our tagger achieves an accuracy of 98.14%,which is a quite satisfactory result.In the application to NP chunking,the tagger gives rise to 2.21% increase in F-score,compared with the results using Stanford tagger.
文摘As a beak with the traditional ＂prescriptive＂ approach and an important complement to translation theories, translation norms thus open up a descriptive and target-oriented perspective for the translation practice and study. For the successful access of the translation text into the target culture, the translator has to make choices between two languages, texts and cultures, etc.. Thus the translation norms are revealed. This paper shows the operation of translation norms as seen from the English version of Chinese classics by KU Hung-ming and analyzes why KU Hung-ming＇s translation of Confucian classics such as Lun Yu and Zhong Yong enjoyed greater popularity among Western readers than the translation of Western missionaries. The paper also holds that the unfaithful translations regarded by a source text-oriented approach were actually where KU was most successful in implementing his translation strategies to achieve expressiveness.
