DocumentCode
2910560
Title
Automatic Acquisition of Chinese-Tibetan Multi-word Equivalent Pair from Bilingual Corpora
Author
Nuo, Minghua ; Liu, Huidan ; Ma, Longlong ; Wu, Jian ; Ding, Zhiming
Author_Institution
Inst. of Software, Beijing, China
fYear
2011
fDate
15-17 Nov. 2011
Firstpage
177
Lastpage
180
Abstract
This paper aims to construct Chinese-Tibetan multi-word equivalent pair dictionary for Chinese-Tibetan computer-aided translation system. Since Tibetan is a morphologically rich language, we propose two-phase framework to automatically extract multi-word equivalent pairs. First, extract Chinese Multi-word Units (MWUs). In this phase, we propose CBEM model to partition a Chinese sentence into MWUs using two measures of collocation and binding degree. Second, get Tibetan translations of the extracted Chinese MWUs. In the second phase, we propose TSIM model to focus on extracting 1-to-n bilingual MWUs. Preliminary experimental results show that the mixed method combining CBEM model with TSIM model is effective.
Keywords
computational linguistics; language translation; natural language processing; text analysis; word processing; CBEM model; Chinese multiword units; Chinese-Tibetan computer-aided translation system; Chinese-Tibetan multiword equivalent pair dictionary; TSIM model; automatic Chinese-Tibetan multiword equivalent pair acquisition; bilingual corpora; two-phase framework; Analytical models; Computational modeling; Data mining; Dictionaries; Entropy; Information processing; Morphology; Multi-Word Unit; Tibetan information processing; collocation; machine translation; sequence intersection;
fLanguage
English
Publisher
ieee
Conference_Titel
Asian Language Processing (IALP), 2011 International Conference on
Conference_Location
Penang
Print_ISBN
978-1-4577-1733-8
Type
conf
DOI
10.1109/IALP.2011.33
Filename
6121497
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