Title :
Domain Sensitive Chinese-English Example Based Machine Translation
Author :
Yang, Muyun ; Jiang, Hongfei ; Tiejun, Zhao ; Li, Sheng ; Liu, Daxin
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Eng. Univ., Harbin
Abstract :
This paper proposes a method of domain sensitive example based machine translation system between Chinese and English. First, the example base is automatically extracted according to the relative position of word alignments, which is a language independent approach. Then, through combining the text-classification technique, the EBMT system manages to select the most appropriate example base for the input text. It is indicated by the experiments that the method is sensitive to the translation domains and capable of improving the translation performance in a multi-domain environment.
Keywords :
language translation; text editing; Chinese-English translation; domain sensitive example-based machine translation; text classification; word alignments; Computer science; Dictionaries; Fuzzy systems; Information analysis; Knowledge acquisition; Knowledge engineering; Manuals; Natural languages; System testing;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.112