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https://scholarbank.nus.edu.sg/handle/10635/41308
Title: | Enhancing morphological alignment for translating highly inflected languages | Authors: | Luong, M.-T. Kan, M.-Y. |
Issue Date: | 2010 | Citation: | Luong, M.-T.,Kan, M.-Y. (2010). Enhancing morphological alignment for translating highly inflected languages. Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference 2 : 743-751. ScholarBank@NUS Repository. | Abstract: | We propose an unsupervised approach utilizing only raw corpora to enhance morphological alignment involving highly inflected languages. Our method focuses on closed-class morphemes, modeling their influence on nearby words. Our language independent model recovers important links missing in the IBM Model 4 alignment and demonstrates improved end-to end translations for English-Finnish and English-Hungarian. | Source Title: | Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference | URI: | http://scholarbank.nus.edu.sg/handle/10635/41308 |
Appears in Collections: | Staff Publications |
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