Title :
Integration Algorithm of English-Chinese Word Segmentation and Alignment
Author :
Xu, Zhi-Ming ; Kit, Chun-yu ; Webster, Jonathan J.
Author_Institution :
Dept. of Comput. Sci. & Technol., Harbin Inst. of Technol.
Abstract :
This paper proposes an integration algorithm of English-Chinese word segmentation and alignment. In this algorithm, bilingual word segmentation and alignment work synchronously and interactively. Given sentence-aligned bitext, it cannot only use bilingual word alignment´s information to guide resolving word segmentation ambiguities, but also avoid the errors of word segmentation from being transferred into word alignment. Experimental result shows that it distinctly improves accuracy of both word segmentation and alignment
Keywords :
dictionaries; language translation; natural languages; word processing; English-Chinese word segmentation; bilingual dictionary; bilingual word alignment; bilingual word segmentation; example-based machine translation; integration algorithm; sentence-aligned bitext; Computer science; Cybernetics; Data mining; Dictionaries; Iterative algorithms; Iterative methods; Learning systems; Machine learning; Machine learning algorithms; Word segmentation; example-based machine translation; word alignment; word similarity;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.258869