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2019 | OriginalPaper | Chapter

Quantitative Analysis of Frequency Dynamics of Synonymic Dominants

Authors : Valery Solovyev, Vladimir Bochkarev, Anna Shevlyakova

Published in: Digital Transformation and Global Society

Publisher: Springer International Publishing

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Abstract

Traditionally, it is believed in linguistics that the center of any semantic field is more stable than the periphery. Quantitative testing of this hypothesis has become possible due to creation of large diachronic text corpora. The article describes the results of quantitative analysis of “central elements” (semantic dominants) of 82 synonymic sets, which were taken from a dictionary by Yu.D. Apresyan. First, we identified the most frequent words in each synonymic set. Then, we analysed the dynamics of their frequency over the two centuries, according to the Google Books Ngram corpus. It was found that the semantic dominants show a statistically significant tendency to decrease in frequency with respect to other members of the synonymic sets. It was also shown that frequency of the synonymic dominants is more stable in comparison with randomly selected words which have a close frequency.

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Appendix
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Literature
1.
go back to reference Yeeun, L.: A corpus-driven study on the representation of marriage between 1950s and 2000s in COHA. SNU Working Papers in English Language and Linguistics, vol. 14, pp. 103–123 (2016) Yeeun, L.: A corpus-driven study on the representation of marriage between 1950s and 2000s in COHA. SNU Working Papers in English Language and Linguistics, vol. 14, pp. 103–123 (2016)
2.
go back to reference Bochkarev, V.V., Solovyev, V.D., Shevlyakova, A.V.: The average word length dynamics as indicator of cultural changes in society. Soc. Evol. Hist. 14(2), 153–175 (2015) Bochkarev, V.V., Solovyev, V.D., Shevlyakova, A.V.: The average word length dynamics as indicator of cultural changes in society. Soc. Evol. Hist. 14(2), 153–175 (2015)
3.
go back to reference Généreux, M., Snejfella, B., Maslej, M.: Big data in psychology: using word embeddings to study theory-of-mind. In: 2017 IEEE International Conference on Big Data (Big Data), pp. 4747–4749. IEEE Press, Boston (2017) Généreux, M., Snejfella, B., Maslej, M.: Big data in psychology: using word embeddings to study theory-of-mind. In: 2017 IEEE International Conference on Big Data (Big Data), pp. 4747–4749. IEEE Press, Boston (2017)
4.
go back to reference Hellrich, J., Buechel, S., Hahn, U.: JESEME: A Website for Exploring Diachronic Changes in Word Meaning and Emotion. arXiv:1807.04148v1 [cs.CL] (2018) Hellrich, J., Buechel, S., Hahn, U.: JESEME: A Website for Exploring Diachronic Changes in Word Meaning and Emotion. arXiv:​1807.​04148v1 [cs.CL] (2018)
5.
go back to reference Baranov, V., Votintsev, A., Gnutikov, R., Mironov, A., Oshchepkov, S., Romanenko, V.: Old slavic manuscript heritage: electronic publications and full-text databases. In: Electronic Imaging, the Visual Arts Conference & Beyond, Conference Proceedings, 11.1–11.8. James Hemsley, London (2004) Baranov, V., Votintsev, A., Gnutikov, R., Mironov, A., Oshchepkov, S., Romanenko, V.: Old slavic manuscript heritage: electronic publications and full-text databases. In: Electronic Imaging, the Visual Arts Conference & Beyond, Conference Proceedings, 11.1–11.8. James Hemsley, London (2004)
6.
go back to reference Zholobov, O.: The corpus of the Old Russian copies of the Paraenesis of Ephraem Syrus. Russ. Linguist. 35(3), 361–380 (2011)CrossRef Zholobov, O.: The corpus of the Old Russian copies of the Paraenesis of Ephraem Syrus. Russ. Linguist. 35(3), 361–380 (2011)CrossRef
7.
go back to reference Michel, J.-B., Shen, Y.K., Aiden, A.P., Veres, A., Gray, M.K., et al.: Quantitative analysis of culture using millions of digitized books. Science 331(6014), 176–182 (2011)CrossRef Michel, J.-B., Shen, Y.K., Aiden, A.P., Veres, A., Gray, M.K., et al.: Quantitative analysis of culture using millions of digitized books. Science 331(6014), 176–182 (2011)CrossRef
8.
go back to reference Hamilton, W.L., Leskovec, J., Jurafsky, D.: DiachronicWord Embeddings Reveal Statistical Laws of Semantic Change. arXiv:1605.09096v6 [cs.CL] (2018) Hamilton, W.L., Leskovec, J., Jurafsky, D.: DiachronicWord Embeddings Reveal Statistical Laws of Semantic Change. arXiv:​1605.​09096v6 [cs.CL] (2018)
9.
go back to reference Davies, M.: Expanding horizons in historical linguistics with the 400-million word Corpus of Historical American English. Corpora 7(2), 121–157 (2012)CrossRef Davies, M.: Expanding horizons in historical linguistics with the 400-million word Corpus of Historical American English. Corpora 7(2), 121–157 (2012)CrossRef
10.
go back to reference Bochkarev, V.V., Solovyev, V.D., Wichmann, S.: Universals versus historical contingencies in lexical evolution. J. R. Soc. Interface 11(101), 20140841 (2014)CrossRef Bochkarev, V.V., Solovyev, V.D., Wichmann, S.: Universals versus historical contingencies in lexical evolution. J. R. Soc. Interface 11(101), 20140841 (2014)CrossRef
11.
go back to reference Dubossarsky, H., Weinshall, D., Grossman, E.: Verbs change more than nouns: a bottom up computational approach to semantic change. Lingue e Linguaggio 15(1), 5–25 (2016) Dubossarsky, H., Weinshall, D., Grossman, E.: Verbs change more than nouns: a bottom up computational approach to semantic change. Lingue e Linguaggio 15(1), 5–25 (2016)
12.
go back to reference Dubossarsky, H., Grossman, E., Weinshall, D.: Outta control: laws of semantic change and inherent biases in word. Representation models. In: 2017 Conference on Empirical Methods in Natural Language Processing, Copenhagen, Denmark, pp. 1136–1145 (2017) Dubossarsky, H., Grossman, E., Weinshall, D.: Outta control: laws of semantic change and inherent biases in word. Representation models. In: 2017 Conference on Empirical Methods in Natural Language Processing, Copenhagen, Denmark, pp. 1136–1145 (2017)
13.
go back to reference Aggelen, A., Hollink, L., Ossenbruggen, J.: Combining distributional semantics and structured data to study lexical change. In: Ciancarini, P., et al. (eds.) Knowledge Engineering and Knowledge Management, Bologna, Italy, 2016, LNAI, vol. 10180, pp. 40–49. Springer, Heidelberg (2017) Aggelen, A., Hollink, L., Ossenbruggen, J.: Combining distributional semantics and structured data to study lexical change. In: Ciancarini, P., et al. (eds.) Knowledge Engineering and Knowledge Management, Bologna, Italy, 2016, LNAI, vol. 10180, pp. 40–49. Springer, Heidelberg (2017)
14.
go back to reference Dubossarsky, H., Tsvetkov, Y., Dyer, C., Grossman, E.: A bottom up approach to category mapping and meaning change. In: CEUR Workshop Proceedings, vol. 1347, pp. 66–70 (2015) Dubossarsky, H., Tsvetkov, Y., Dyer, C., Grossman, E.: A bottom up approach to category mapping and meaning change. In: CEUR Workshop Proceedings, vol. 1347, pp. 66–70 (2015)
15.
go back to reference Kutuzov, A., Øvrelid, L., Szymanski, T., Velldal, E.: Diachronic word embeddings and semantic shifts: a survey. In: Proceedings of the 27th International Conference on Computational Linguistics, Santa Fe, New Mexico, USA, pp. 1384–1397 (2018) Kutuzov, A., Øvrelid, L., Szymanski, T., Velldal, E.: Diachronic word embeddings and semantic shifts: a survey. In: Proceedings of the 27th International Conference on Computational Linguistics, Santa Fe, New Mexico, USA, pp. 1384–1397 (2018)
16.
go back to reference Palus, Sh.: Science under Scrutiny: the problem of reproducibility. Sci. Am. 319(4), 58–59 (2018) Palus, Sh.: Science under Scrutiny: the problem of reproducibility. Sci. Am. 319(4), 58–59 (2018)
17.
go back to reference Rahal, R.M.: Open science collaboration: estimating the reproducibility of psychological science. Science 349(6251), aac4716 (2015)CrossRef Rahal, R.M.: Open science collaboration: estimating the reproducibility of psychological science. Science 349(6251), aac4716 (2015)CrossRef
18.
go back to reference Lakoff, G.: Classifiers as a reflection of mind. In: Noun Classes and categorization. Proceedings of a symposium on categorization and noun classification, Eugene, Oregon, October 1983, pp. 13–51. John Benjamins Publishing Company, Amsterdam (1986)CrossRef Lakoff, G.: Classifiers as a reflection of mind. In: Noun Classes and categorization. Proceedings of a symposium on categorization and noun classification, Eugene, Oregon, October 1983, pp. 13–51. John Benjamins Publishing Company, Amsterdam (1986)CrossRef
19.
go back to reference Rakhilina, E.V.: Kognitivnyi analiz predmetnykh imen: semantika i sochetaemost’ [Cognitive analysys of subject names: semantics and co-occurence]. Russkie slovari, Moscow (2000) Rakhilina, E.V.: Kognitivnyi analiz predmetnykh imen: semantika i sochetaemost’ [Cognitive analysys of subject names: semantics and co-occurence]. Russkie slovari, Moscow (2000)
20.
go back to reference Apresian, Yu.D., et. al.: Novyi ob”iasnitel’nyi slovar’ sinonimov russkogo iazyka [New explaining dictionary of Russian synonyms]. 2nd ed. Shkola “Yazyki slavyanskoy kul’tury”, Moscow (2003) Apresian, Yu.D., et. al.: Novyi ob”iasnitel’nyi slovar’ sinonimov russkogo iazyka [New explaining dictionary of Russian synonyms]. 2nd ed. Shkola “Yazyki slavyanskoy kul’tury”, Moscow (2003)
21.
go back to reference Solovyev, V.D.: Vozmozhnye mekhanizmy izmeneniia kognitivnoi struktury sinonimicheskikh riadov [Possible mechanisms of changing cognitive structures of symomymic sets]. In: Yazyk i mysl’, pp. 478–487. Yazyki slavianskoi kul’tury, Moscow (2015) Solovyev, V.D.: Vozmozhnye mekhanizmy izmeneniia kognitivnoi struktury sinonimicheskikh riadov [Possible mechanisms of changing cognitive structures of symomymic sets]. In: Yazyk i mysl’, pp. 478–487. Yazyki slavianskoi kul’tury, Moscow (2015)
22.
go back to reference Solovyev, V.D., Bochkarev, V.V., Shevlyakova, A.V.: Dynamics of core of language vocabulary. In: CEUR Workshop Proceedings, vol. 1886, pp. 122–129 (2016) Solovyev, V.D., Bochkarev, V.V., Shevlyakova, A.V.: Dynamics of core of language vocabulary. In: CEUR Workshop Proceedings, vol. 1886, pp. 122–129 (2016)
Metadata
Title
Quantitative Analysis of Frequency Dynamics of Synonymic Dominants
Authors
Valery Solovyev
Vladimir Bochkarev
Anna Shevlyakova
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-37858-5_59

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