Abstract
Context information is of great importance in Word Sense Disambiguation. This paper investigates how window size is involved in the process of Word Sense Disambiguation by developing a way of sense description and manually calculating the window size of context during the process of disambiguation. The sizes of context window are 2.3-1.7 for verbs, 2.4-2.5 for nouns and 1.5-1.7 for adjectives. It is also found that the grammatical categories determine the disambiguation, among which nouns play the most important role. These findings can be used for reference during Word Sense Disambiguation.
Sponsored by Program of Chinese Social Science Foundation (Grant No.11CYY030).
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Wu, Y.: A Survey of Chinese Word Sense Disambiguation Resources, Methods and Evaluations. Contemporary Linguistics 2, 113–123 (2009). (in Chinese)
Kilgarriff, A.: I don’t Believe in Word Senses. Computers and the Humanities 31, 91–113 (1997)
Xiao, H.: The Sense Relations and Sense Distinction of Polysemes in the Dictionary. Journal of Yunnan Normal University (Humanities and Social Sciences) 1, 43–48 (2010). (in Chinese)
Lu, S., Bai, S.: Quantitative Analysis of Context Field in Natural Language Processing. Chinese J. Computers 7, 742–747 (2001). (in Chinese)
Lin, J., Wang, H.: The Strategies for Sense Disambiguation of Chinese Polysomic Verbs. Journal of Yunnan Normal University (Humanities and Social Sciences) 1, 55–60 (2010). (in Chinese)
Lan, M.: Methods of Word Sense Disambiguation. Science and Technology Information 9, 478–482 (2010). (in Chinese)
Martin, W., Van Sterkenburg, P.: On the Processing of Text Corpus. In: Hartmann, R. (ed.) Lexicography: Principles and Practice, New York, pp. 56–64 (1983)
Choueka, Y., Lusignan, S.: Disambiguation by Short Contexts. Computers and the Humanities 19, 147–158 (1985)
John, H.: Automatically Acquiring a Classification of Words [PhD dissertation]. University of Leeds, Paris (1994)
David, Y.: One Sense per Collocation. In: Process ARPA Human Language Technology Workshop, Boston, pp. 266–271 (1993)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Liu, D., Hua, M., Qian, M., Tang, X. (2014). Manual Investigation on Context for Word Sense Disambiguation. In: Su, X., He, T. (eds) Chinese Lexical Semantics. CLSW 2014. Lecture Notes in Computer Science(), vol 8922. Springer, Cham. https://doi.org/10.1007/978-3-319-14331-6_28
Download citation
DOI: https://doi.org/10.1007/978-3-319-14331-6_28
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-14330-9
Online ISBN: 978-3-319-14331-6
eBook Packages: Computer ScienceComputer Science (R0)