A Multi-Strategy Word Sense Disambiguation Method

Lin Lin Yu; Deng Feng Xu; Li Fang Song; Guo Jie Li; Xu Dong Song

doi:10.4028/www.scientific.net/AMM.182-183.2109

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 182-183A Multi-Strategy Word Sense Disambiguation Method

A Multi-Strategy Word Sense Disambiguation Method

Abstract:

Word sense disambiguation (WSD) is a critical and difficult issue in natural language processing(NLP), as well as WSD is great significance in large area of research areas of NLP. This paper presents a method of multi-word sense disambiguation strategy. The method combines the method based on match word corpus and the method based on the similarity and relevance very well. While the calculation of similarity and relevance are make full use of the sememe-tree information from HowNet. The experiments show that the proposed WSD method can obtain better results.

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Periodical:

Applied Mechanics and Materials (Volumes 182-183)

Pages:

2109-2112

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.182-183.2109

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Online since:

June 2012

Authors:

Lin Lin Yu, Deng Feng Xu, Li Fang Song, Guo Jie Li, Xu Dong Song

Keywords:

Collocation Store, HowNet, Relevance, Similarity, Word Sense Disambiguation

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References

[1] Atsushi Fujii. Corpus-Based Word Sense Disambiguation. Tokyo: Department of Computer Science in Tokyo Institute of Technology.

Google Scholar

[2] Doina Tatar, Gabriela Serban, Andreea Mihis, Mihaiela Lupea, Dana Lupsa, Militon Frentiu. A Chain Dictionary Method For Word Sense Disambiguation And Aplications. Proceedings of the International Conference on Knowledge Engineering, 41-49.

Google Scholar

[3] Mei Yang and Katrin Kirchhoff. Contextual Modeling for Meeting Translation Using Unsupervised Word Sense Disambiguation. Coling 2010. 1227-1235.

Google Scholar

[4] Dong Zhendong, Dong Qiang. HowNet and the Computation of Meaning. Singapore: World Scientific Publishing. (2006).

Google Scholar

[5] ChukFong Ho; Masrah Azrifah Azmi Murad; Rabiah Abdul Kadir; Shyamala C. Doraisamy. Word Sense Disambiguation-based Sentence Similarity. Coling 2010: Poster Volume. 418-426.

Google Scholar

[6] Xudong Song, Jianwei Mu, Ruifang Feng, Zhanzhi Qiu. Variable precision rough set optimization algorithm for constructing decision tree. Advanced Materials Research, Advanced Materials Science and Technology, 2011, Vol. 181-182: 43-48.

DOI: 10.4028/www.scientific.net/amr.181-182.43

Google Scholar

[7] Xudong Song, Dejun Zhu, Zhanzhi Qiu. Study on Enterprises Group Order Allocation Multi-objective Model. Journal of Convergence Information Technology, 2010, Vol. 5, No. 9: 165-174.

DOI: 10.4156/jcit.vol5.issue9.17

Google Scholar