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Knowledge and Systems Engineering, International Conference on (2011)
Hanoi, Vietnam
Oct. 14, 2011 to Oct. 17, 2011
ISBN: 978-0-7695-4567-7
pp: 92-97
Functional tags represent the role of syntactic constituents such as noun phrases and verb phrases in a tree. Functional-tag labeling has been studied for languages such as English and Chinese. In this paper, we present a new system for tagging Vietnamese sentences functionally. We used maximum entropy model for this task with six tree-based features. Besides, a new feature based on word cluster has also been made use of. Our experiments on Vietnamese tree bank showed that the system achieved a good performance and the word cluster feature brought a significant improvement.
Nature language processing, functional tag, word cluster, maximum entropy model
Nguyen Kim Anh, Nguyen Thanh Huy, Nguyen Phuong Thai, "Building an Efficient Functional-Tag Labeling System for Vietnamese", Knowledge and Systems Engineering, International Conference on, vol. 00, no. , pp. 92-97, 2011, doi:10.1109/KSE.2011.22
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