Title :
Fusion of reverse hierarchical alignment for Web-based English-Chinese bilingual dictionary construction
Author :
Zhang, Yue-jie ; Cen, Lei ; Wu, Qing-xin ; Jin, Cheng ; Zhang, Tao
Author_Institution :
Shanghai Key Lab. of Intell. Inf. Process., Fudan Univ., Shanghai, China
Abstract :
In this paper, a new Web-based English-Chinese bilingual dictionary construction pattern is established on the basis of the fusion of the reverse hierarchical alignment. On the one hand, English-Chinese bilingual corpora are collected based on Web mining. On the other hand, unlike the traditional alignment manner from sentence level to word level, the reverse alignment and verification from word level to sentence level is implemented by combining K-vec-based word-level alignment algorithm and Champollion-based sentence-level alignment algorithm. The experimental results show that the more ideal effect is obtained in the manner of “word level” -> “sentence level” reverse alignment dictionary construction.
Keywords :
Internet; data mining; dictionaries; natural language processing; Champollion-based sentence-level alignment; Web mining; Web-based English-Chinese bilingual dictionary construction; reverse hierarchical alignment; Artificial neural networks; Dictionaries; History; Tagging; Dictionary construction; Web mining; reverse verification; sentence-level alignment; word-level alignment;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580891