Significant Themes in 19th-Century Literature

Poetics（2013）

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摘要

•We model hundreds of themes in a corpus of some 3200 19th-century novels.•We analyze the statistical significance of these themes, heeding gender especially.•We consider impact of external factors on use of themes and words within themes.•We offer a robust method of exploring literary themes at scale.

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关键词

19th-Century literature,Topic modeling,Machine learning

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