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Analyzing lexical emergence in Modern American English online 1

  • JACK GRIEVE (a1), ANDREA NINI (a1) and DIANSHENG GUO (a2)
  • Please note a correction has been issued for this article.
Abstract

This article introduces a quantitative method for identifying newly emerging word forms in large time-stamped corpora of natural language and then describes an analysis of lexical emergence in American social media using this method, based on a multi-billion-word corpus of Tweets collected between October 2013 and November 2014. In total 29 emerging word forms, which represent various semantic classes, grammatical parts-of-speech and word formation processes, were identified through this analysis. These 29 forms are then examined from various perspectives in order to begin to better understand the process of lexical emergence.

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1

The research reported in this article was funded by AHRC, ESRC and Jisc (grant reference number 3154) as part of Round 3 of the Digging into Data Challenge. We would also like to thank Alice Kasakoff, Bernd Kortmann, Emily Waibel and two anonymous reviewers for their comments on this article.

Footnotes
References
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Allan, Kathryn & Robinson, Justyna (eds.). 2011. Current methods in historical semantics. Berlin: De Gruyter.
Aitchison, Jean & Lewis, Diana. 1995. How to handle wimps: Incorporating new lexical items as an adult. Folia Linguistica 29, 720.
Aitchison, Jean. 2001. Language change: Progress or decay? Cambridge: Cambridge University Press.
Bamman, David, Eisenstein, Jacob & Schnoebelen, Tyler. 2014. Gender identity and lexical variation in social media. Journal of Sociolinguistics 18, 135–60.
Bauer, Laurie. 1983. English word-formation. Cambridge: Cambridge University Press.
Biber, Douglas. 1988. Variation across speech and writing. Cambridge: Cambridge University Press.
Blythe, Richard A. & Croft, William. 2012. S-curves and the mechanisms of propagation in language change. Language 88, 269304.
Bréal, Michel. 1897. Essai de sémantique: sciences des significations. Paris: Hachette.
Brinton, Laurel J. & Traugott, Elizabeth C.. 2005. Lexicalization and language change. Cambridge: Cambridge University Press.
Cannon, Garland. 1987. Historical change and English word formation. New York: Lang.
Davies, Mark. 2010. The Corpus of Contemporary American English as the first reliable monitor corpus of English. Literary and Linguistic Computing 25, 447–64.
Darmester, Arsène. 1887. La vie des mots étudiée dan leur significations. Paris: Delagrave.
Denison, David. 2003. Log(ist)ic and simplistic S-curves. In Hickey (ed.), 54–70.
Eisenstein, Jacob, O'Connor, Brendan, Smith, Noah A. & Xing, Eric P.. 2010. A latent variable model for geographic lexical variation. Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 1277–87.
Eisenstein, Jacob, O'Connor, Brendan, Smith, Noah A. & Xing, Eric P.. 2014. Diffusion of lexical change in social media. PloS one 9, e113114.
Fischer, Roswitha. 1998. Lexical change in Present-day English: A corpus-based study of the motivation, institutionalization, and productivity of creative neologisms. Tübingen: Narr.
Geeraerts, Dirk. 2010. Theories of lexical semantics. Oxford: Oxford University Press.
Geeraerts, Dirk & Cuyckens, Hubert (eds.). 2007. The Oxford handbook of cognitive linguistics. Oxford: Oxford University Press.
Geeraerts, Dirk, Gevaert, Caroline & Speelman, Dirk. 2012. How anger rose: Hypothesis testing in diachronic semantics. In Allan & Robinson (eds.), 109–l32.
Geeraerts, Dirk, Grondelaers, Stefan & Bakema, Peter. 1994. The structure of lexical variation: Meaning, naming, and context. Berlin: De Gruyter.
Green, Jonathan. 2011. Green's dictionary of slang. Edinburgh: Chambers.
Gries, Stefan Th. & Hilpert, Martin. 2010. Modeling diachronic change in the third person singular: A multifactorial, verb- and author-specific exploratory approach. English Language and Linguistics 14, 293320.
Grondelaers, Stefan, Geeraerts, Dirk & Dirk Speelman, D. 2007. Lexical variation and change. In Geeraerts & Cuyckens (eds.), 988–1011.
Haddican, Bill & Johnson, Daniel E.. 2012. Effects on the particle verb alternation across English dialects. Selected papers from NWAV 40. Philadelphia: University of Pennsylvania Press.
Hickey, Raymond (ed.). 2003. Motives for language change. Cambridge: Cambridge University Press.
Hilpert, Martin & Gries, Stefan Th.. 2009. Assessing frequency changes in multistage diachronic corpora: Applications for historical corpus linguistics and the study of language acquisition. Literary and Linguistic Computing 24, 385401.
Hohenhaus, Peter. 2005. Lexicalization and institutionalization. In Štekauer, Pavol & Lieber, Rochelle (eds.), Handbook of word-formation, 353–73. Dordrecht: Springer.
Hohenhaus, Peter. 2006. Bouncebackability: A web-as-corpus-based study of a new formation. SKASE Journal of Theoretical Linguistics 3, 1727.
Hopper, Paul. J. & Traugott, Elizabeth C.. 2003. Grammaticalization. Cambridge: Cambridge University Press.
Huang, Yuan, Guo, Diansheng, Kasakoff, Alice & Grieve, Jack. 2016. Understanding US regional linguistic variation with Twitter Data. Forthcoming in Computers, Environment and Urban Systems.
Kerremans, Daphne, Stegmayr, Susanne & Schmid, Hans-Joerg. 2011. The NeoCrawler: Identifying and retrieving neologisms from the internet and monitoring ongoing change. In Allan & Robinson (eds.), 59–96.
Kilgarriff, Adam. 2001. Web as corpus. Proceedings of Corpus Linguistics 2001, 342–4.
Kleparski, Grzegorz. 2000. Metonymy and the growth of lexical categories related to the conceptual category Female Human Being. Studia Anglica Resoviensia 1, 1726.
Kroch, Anthony. 1989. Reflexes of grammar in patterns of language change. Language Variation and Change 1, 199244.
Krug, Manfred G. 2000. Emerging English modals: A corpus-based study of grammaticalization. Berlin: De Gruyter.
Kurath, Hans. 1949. A word geography of the Eastern United States. Ann Arbor, MI: University of Michigan Press.
Labov, William. 1972. Sociolinguistic patterns. Philadelphia: University of Pennsylvania Press.
Labov, William. 1994. Principles of linguistic change, vol. 1: Internal factors. Oxford: Blackwell.
Labov, William. 2001. Principles of linguistic change, vol. 2: Social factors. Oxford: Blackwell.
Lipka, L., Handl, S. & Falkner, W. 1994. Lexicalization and institutionalization. In Asher (ed.), the encyclopedia of language and linguistics, 2164–7.
Marchand, Hans. 1969. The categories and types of present-day English word-formation: A synchronic-diachronic approach. Munich: Beck.
Méndez-Naya, Belén. 2006. Adjunct, modifier, discourse marker: On the various functions of right in the history of English. Folia Linguistica Historica 40, 141–69.
Méndez-Naya, Belén. 2008. On the history of downright . English Language and Linguistics 12, 267–87.
Miller, D. Garry. 2014. Lexicogenesis. Oxford: Oxford University Press.
Nevalainen, Terttu & Raumolin-Brunberg, Helena. 2003. Historical sociolinguistics. Harlow: Longman.
O'Connor, Brendan, Eisenstein, Jacob, Xing, Eric P. & Smith, Noah A.. 2010. A mixture model of demographic lexical variation. Proceedings of NIPS Workshop on Machine Learning for Social Computing 14.
Petersen, Alexander M., Tenenbaum, Joel, Havlin, Shlomo & Eugene Stanley, H.. 2012a. Statistical laws governing fluctuations in word use from word birth to word death. Scientific Reports 2, 313.
Petersen, Alexander M., Tenenbaum, Joel, Havlin, Shlomo & Eugene Stanley, H. & Perc, Matjaz. 2012b. Languages cool as they expand: Allometric scaling and the decreasing need for new words. Scientific Reports 2, 943.
Reisig, Karl. 1839. Vorlesungen über die lateinische Sprachwissenschaft. Leipzig: Lehnhold.
Rogers, Everett. 2010. Diffusion of innovations. New York: Simon and Schuster.
Siemund, Peter. 2014. The emergence of English reflexive verbs: An analysis based on the Oxford English Dictionary . English Language and Linguistics 18, 4973.
Sweetser, Eve. 1991. From etymology to pragmatics: Metaphorical and cultural aspects of semantic structure. Cambridge: Cambridge University Press.
Tagliamonte, Sali A. & D'Arcy, Alexandra. 2004. He's like, she's like: The quotative system in Canadian youth. Journal of Sociolinguistics 8, 493514.
Whitman, Neal. 2015. Geeking out on fleek. www.vocabulary.com/articles/dictionary/geeking-out-on-fleek/ (accessed 28 May 2015).
Zhang, Weiwei, Geeraerts, Dirk & Speelman, Dirk. 2015. Visualizing onomasiological change: Diachronic variation in metonymic patterns for Woman in Chinese. Cognitive Linguistics 26, 289330.
Zipf, George. K. 1935. The psycho-biology of language. New York: Houghton Mifflin.
Zipf, George. K. 1949. Human behavior and the principle of least effort. Cambridge, MA: Addison-Wesley.
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English Language & Linguistics
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A correction has been issued for this article: