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机器翻译系统中基于机器学习的目标词选择
引用本文:刘小虎,李生.机器翻译系统中基于机器学习的目标词选择[J].计算机研究与发展,1998,35(10):946-950.
作者姓名:刘小虎  李生
作者单位:哈尔滨工业大学计算机科学与工程系
摘    要:文中利用机器人学习的方法研究英汉机器释译中目标词选择的问题。

关 键 词:机器学习  目标词选择  机器翻译系统

TARGET WORD SELECTION IN MACHINE TRANSLATION BASED ON MACHINE LEARNING
Liu Xiaohu and Li Sheng.TARGET WORD SELECTION IN MACHINE TRANSLATION BASED ON MACHINE LEARNING[J].Journal of Computer Research and Development,1998,35(10):946-950.
Authors:Liu Xiaohu and Li Sheng
Abstract:Target word selection in English Chinese machine translation is studied using the machine learning approach. The essence of target word selection is multi classifications of a word. Different translations of a word correspond to different classes.Here proposed is an approach using ID3 decision tree classification algorithm when the features are ambiguous and tree structured. Using the semantic categories of words in the context as features, the approach is proved effective when it is applied to target word selection.
Keywords:machine translation  machine learning  target word selection  
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