Authors
Gabi Kirilloff, Peter J Capuano, Julius Fredrick, Matthew L Jockers
Publication date
2018/12/1
Journal
Digital Scholarship in the Humanities
Volume
33
Issue
4
Pages
821-844
Publisher
Oxford University Press
Description
This research examines and contributes to recent work by Matthew Jockers and Gabi Kirilloff on the relationship between gender and action in the nineteenth-century novel. Jockers and Kirilloff use dependency parsing to extract verb and gendered pronoun pairs (‘he said’, ‘she walked’, etc.). They then build a classification model to predict the gender of a pronoun based on the verb being performed. This present study examines the novels that were categorized as outliers by the classification model to gain a better understanding of the way the observed trends function at the level of individual narratives. We argue that while the classifier successfully categorized and identified novels in which characters behave unconventionally—that is, in ways not typical to the corpus as a whole—the rhetorical effects of these unconventional novels (and the extent to which their authors openly question nineteenth-century …
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