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
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;
Conference_Titel :
Asian Language Processing (IALP), 2011 International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4577-1733-8
DOI :
10.1109/IALP.2011.33