Abstract
Semantic lexicon and semantic framework are the primary support of natural language processing tasks such as information extraction, sentiment analysis, and machine translation. Therefore, it is essential to construct the contemporary Chinese common verbs’ semantic framework dictionary that covers rich semantic knowledge. Based on an analysis of current research results, this paper defines the lexical framework of common Chinese verbs. According to the predicate thematic roles, the semantic framework is divided into the basic semantic framework and extended semantic framework. Frameworks which are automatically extracted, taking semantics as the processing unit, and summarized based on large-scale lexical and thematic roles labeling corpus. The complete and simplified versions of the verb framework is constructed with the help of manual proofreading. The final verb framework contains a detailed description and corresponding example sentences of 2,782 common verbs with 4,516 meanings.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Fellbaum, C., Miller, G.: WordNet: An Electronic Lexical Database. MIT Press, Cambridge (1998)
Bake, C.-F., Fillmore, C.-J., Lowe, J.-B.: The Berkeley FrameNet project. In: Proceedings of COLING 1998, pp. 86–90 (1998)
Richardson, S.-D., Dolan, W.-B., Vanderwende, L.: MindNet: acquiring and structuring semantic information from text. In: ACL, pp. 1098–1102 (1998)
Hui, W., Zhan, W.-D., Yu, S.-W.: The specification of the semantic knowledge-base of contemporary Chinese. J. Chin. Lang. Comput. 13(2), 159–176 (2003). (in Chinese)
Liu, Y., Yu, S.-W., Yu, J.-S.: A study on the construction of CCD. J. Chin. Comput. Syst. 26(8), 1411–1415 (2005). (in Chinese)
Zan, H.-Y., Zhang, K.-L., Zhu, X.-F., et al.: Research on the Chinese function word usage knowledge base. Int. J. Asian Lang. Process. 21(4), 185–198 (2011). (in Chinese)
Zhang, K.-L., Zan, H.-Y., Chai, Y.-M., et al.: Survey of the Chinese function word usage knowledge base. J. Chin. Inf. Process. 29(3), 1–8 (2015). (in Chinese)
Shi, J.-M., Zan, H.-Y., Han, Y.-J.: Specification of the large-scale Chinese lexical semantic knowledge base building. J. Shanxi Univ. Nat. Sci. Ed. 38(4), 581–587 (2015). (in Chinese)
You, L.-P., Liu, K.-Y.: Building Chinese FrameNet database. In: Proceedings of 2005 IEEE NLP-KE, pp. 301–306 (2005)
Liu, M.-C., Chang, J.-C.: Semantic annotation for Mandarin verbal Lexicon: a frame-based constructional approach. In: Proceedings of the 2016 International Conference on Asian Language Processing, pp. 30–36 (2016)
Yu, S.-W., Zhu, X.-F., Wang, H., et al.: The Grammatical Knowledge-Base of Contemporary Chinese—A Complete Specification. Tsinghua University Press, Beijing (2003). (in Chinese)
Zhan, W.D.: Encyclopedia of Chinese Language and Linguistics, vol. 3, pp. 332–336. Brill Publishing House, Leiden (2016)
Acknowledgments
We thank the anonymous reviewers for their constructive comments, and gratefully acknowledge the support of the National Key Basic Research and Development Program under Grant No. 2014CB340504; The National Social Science Fund of China under Grant No. 18ZDA315; the Key Scientific Research Program of Higher Education of Henan under Grant No. 20A520038; the science and technology project of Science and Technology Department of Henan Province under Grant No. 192102210260; and the international cooperation project of Science and Technology Department of Henan Province under Grant No. 172102410065.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Guan, T., Zhang, K., Duan, X., Zan, H., Sui, Z. (2020). Construction of the Contemporary Chinese Common Verbs’ Semantic Framework Dictionary. In: Hong, JF., Zhang, Y., Liu, P. (eds) Chinese Lexical Semantics. CLSW 2019. Lecture Notes in Computer Science(), vol 11831. Springer, Cham. https://doi.org/10.1007/978-3-030-38189-9_56
Download citation
DOI: https://doi.org/10.1007/978-3-030-38189-9_56
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-38188-2
Online ISBN: 978-3-030-38189-9
eBook Packages: Computer ScienceComputer Science (R0)