|
| This Article | ||
| ||
| Share | ||
| Bibliographic References | ||
| Add to: | ||
 Digg  Furl  Spurl  Blink  Simpy  Google  Del.icio.us  Y!MyWeb | ||
| Search | ||
| ||
2011 Third International Conference on Knowledge and Systems Engineering
Building an Efficient Functional-Tag Labeling System for Vietnamese
Hanoi, Vietnam
October 14-October 17
ISBN: 978-0-7695-4567-7
| ASCII Text | x | ||
| Nguyen Thanh Huy, Nguyen Kim Anh, Nguyen Phuong Thai, "Building an Efficient Functional-Tag Labeling System for Vietnamese," Knowledge and Systems Engineering, International Conference on, pp. 92-97, 2011 Third International Conference on Knowledge and Systems Engineering, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/KSE.2011.22, author = {Nguyen Thanh Huy and Nguyen Kim Anh and Nguyen Phuong Thai}, title = {Building an Efficient Functional-Tag Labeling System for Vietnamese}, journal ={Knowledge and Systems Engineering, International Conference on}, volume = {0}, year = {2011}, isbn = {978-0-7695-4567-7}, pages = {92-97}, doi = {http://doi.ieeecomputersociety.org/10.1109/KSE.2011.22}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Knowledge and Systems Engineering, International Conference on TI - Building an Efficient Functional-Tag Labeling System for Vietnamese SN - 978-0-7695-4567-7 SP92 EP97 A1 - Nguyen Thanh Huy, A1 - Nguyen Kim Anh, A1 - Nguyen Phuong Thai, PY - 2011 KW - Nature language processing KW - functional tag KW - word cluster KW - maximum entropy model VL - 0 JA - Knowledge and Systems Engineering, International Conference on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/KSE.2011.22
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.
Index Terms:
Nature language processing, functional tag, word cluster, maximum entropy model
Citation:
Nguyen Thanh Huy, Nguyen Kim Anh, Nguyen Phuong Thai, "Building an Efficient Functional-Tag Labeling System for Vietnamese," kse, pp.92-97, 2011 Third International Conference on Knowledge and Systems Engineering, 2011
Usage of this product signifies your acceptance of the Terms of Use.