Building an efficient functional-tag labeling system for Vietnamese

Building an efficient functional-tag labeling system for Vietnamese

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 entr...

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Main Authors: Nguyen, Thanh Huy, Nguyen, Kim Anh, Nguyen, Phuong Thai
Other Authors: The Proceedings - 2011 3rd International Conference on Knowledge and Systems Engineering, KSE 2011
Format: Conference paper
Language:English
Published: IEEE 2019
Subjects:
Natural language processing
Functional tag
Word cluster
Maximum entropy model.
Online Access:http://repository.vnu.edu.vn/handle/VNU_123/64120
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Institution: Vietnam National University, Hanoi
Language: English
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spelling oai:112.137.131.14:VNU_123-641202019-02-22T04:03:10Z Building an efficient functional-tag labeling system for Vietnamese Nguyen, Thanh Huy Nguyen, Kim Anh Nguyen, Phuong Thai The Proceedings - 2011 3rd International Conference on Knowledge and Systems Engineering, KSE 2011 Natural language processing Functional tag Word cluster Maximum entropy model. 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 2019-02-22T03:58:16Z 2019-02-22T03:58:16Z 2011 Conference paper Nguyen, T. H., Nguyen, K. A., Nguyen, P. T. (2011). Building an efficient functional-tag labeling system for Vietnamese. The Proceedings - 2011 3rd International Conference on Knowledge and Systems Engineering, KSE 2011 http://repository.vnu.edu.vn/handle/VNU_123/64120 10.1109/KSE.2011.22 en © 2011 IEEE pp. 92-97 application/pdf IEEE
institution Vietnam National University, Hanoi
building VNU Library & Information Center
country Vietnam
collection VNU Digital Repository
language English
topic Natural language processing
Functional tag
Word cluster
Maximum entropy model.
spellingShingle Natural language processing
Functional tag
Word cluster
Maximum entropy model.
Nguyen, Thanh Huy
Nguyen, Kim Anh
Nguyen, Phuong Thai
Building an efficient functional-tag labeling system for Vietnamese
description 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
author2 The Proceedings - 2011 3rd International Conference on Knowledge and Systems Engineering, KSE 2011
author_facet The Proceedings - 2011 3rd International Conference on Knowledge and Systems Engineering, KSE 2011
Nguyen, Thanh Huy
Nguyen, Kim Anh
Nguyen, Phuong Thai
format Conference paper
author Nguyen, Thanh Huy
Nguyen, Kim Anh
Nguyen, Phuong Thai
author_sort Nguyen, Thanh Huy
title Building an efficient functional-tag labeling system for Vietnamese
title_short Building an efficient functional-tag labeling system for Vietnamese
title_full Building an efficient functional-tag labeling system for Vietnamese
title_fullStr Building an efficient functional-tag labeling system for Vietnamese
title_full_unstemmed Building an efficient functional-tag labeling system for Vietnamese
title_sort building an efficient functional-tag labeling system for vietnamese
publisher IEEE
publishDate 2019
url http://repository.vnu.edu.vn/handle/VNU_123/64120
_version_ 1680965657547505664

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