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CitationLinkNotes
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Kozlowski, A. C., Taddy, M., & Evans, J. A. (2019). The geometry of culture: Analyzing the meanings of class through word embeddings. American Sociological Review, 84(5), 905-949.LinkShows how Word2Vec can be used to examine change in words over time using Google Books corpus
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Garg, N., Schiebinger, L., Jurafsky, D., & Zou, J. (2018). Word embeddings quantify 100 years of gender and ethnic stereotypes. Proceedings of the National Academy of Sciences, 115(16), E3635-E3644.LinkDemonstrates how Word2Vec can elucidate change in gender and racial sterotypes over time. Also suggests that word embeddings can be used as to detect or audit bias in texts
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Waller, I., & Anderson, A. (2019, May). Generalists and specialists: Using community embeddings to quantify activity diversity in online platforms. In The World Wide Web Conference (pp. 1954-1964).LinkAdapts Word2Vec to examine community embeddedness on Reddit and GitHub
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