Abstract
Common address terms as an important part of daily communication have been studied with qualitative methods. Inspired by previous methods, this paper proposes a novel method based on word embedding to study the dynamic evolution of common address terms in Chinese. In particular, we first obtained the relevant words of address terms by calculating the distance between word embeddings based on People’s Daily Corpus (1948–2017), then studied the laws of semantic changes of fictive kinship terms and non-kinship terms which belong to common address terms in Chinese through the related words. The results showed that there were significant differences between them.
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References
Dong, Y., Niu, A.: The common social titles in Chinese and their diachronic changes. J. Lanzhou Polytech. Coll. 13, 50–53 (2006). (in Chinese)
Lou, F.: A semantic study of Chinese common address terms. Zhejiang University (2007). (in Chinese)
Zheng, J.: Research on Chinese address terms. Shandong University (2009). (in Chinese)
Qi, S.: An analysis of semantic fission of Chinese common address terms based on prototype theory. Northeast Normal University (2011). (in Chinese)
Zhu, W.: Investigation on usage of “Shifu”. Linguist. Res., 44–47 (1984). (in Chinese)
Hu, F., Hu, Y.: On semantic function and pragmatic constraints of “Tongzhi”. J. East China Norm. Univ. 32, 114–118 (2000). (in Chinese)
Fan, X., Hu, F., Lin, J., Ma, X.: The pragmatics, geographic distribution and developing trend of application “Xiaojie”. Appl. Linguist., 41–47 (2004). (in Chinese)
Chen, H.: A study of the address terms of “Xiansheng”. Wuhan University (2005). (in Chinese)
Li, C.: The meaning of usage theory of address terms. Rhetoric Learning (2005). (in Chinese)
Ji, D.: The cognitive development of the address terms of “A yi”: based on the method of associative collocation analysis. Appl. Linguist., 44–50 (2014). (in Chinese)
Hinton, G.E.: Learning distributed representations of concepts. In: Proceedings of the Eighth Annual Conference of the Cognitive Science Society, vol. 1 (1986)
Mikolov, T., Chen, K., Corrado, G., Dean J.: Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 (2013)
Acknowledgments
This work is supported by National Language Committee Research Program of China (No. ZDI135-42), Research and Development of Question Answering for Intelligent Robots (230200001) and China Scholarship Council.
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Jiang, Y., Liu, Z., Yang, L. (2018). The Dynamic Evolution of Common Address Terms in Chinese Based on Word Embedding. In: Hong, JF., Su, Q., Wu, JS. (eds) Chinese Lexical Semantics. CLSW 2018. Lecture Notes in Computer Science(), vol 11173. Springer, Cham. https://doi.org/10.1007/978-3-030-04015-4_40
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DOI: https://doi.org/10.1007/978-3-030-04015-4_40
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