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JonathanReeve committed Mar 26, 2023
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* Abstract

British fiction and poetry of the early twentieth century sees an explosion of textual visuality: color, shape, and form, as manifested in description, impression, and other literary functions. This dissertation computationally models that visuality, using the eye as a governing metaphor: retinal cones are modeled by inferring textual color, and retinal rods are modeled through object-detection via word sense disambiguation and categorization. Findings include a 93% increase in color expressions across the nineteenth and early twentieth centuries, a 15% increase in object and artifacts, and revealing correlations along lines of literary genre, subject heading, and more. These correlate with historical materialities such a dye manufacture, trends in the visual arts such as post-impressionism, and movements in literature such as imagism. Negative correlations
British fiction and poetry explodes with textual visuality in the early twentieth century: color, shape, and form, as manifested in description, impression, and image. This dissertation computationally models that visuality, using the eye as a governing metaphor: retinal cones are modeled by inferring textual color, and retinal rods are modeled through object-detection via word sense disambiguation and categorization. Findings include a 93% increase in color expressions across the nineteenth and early twentieth centuries, a 15% increase in the proportions of object and artifacts, and revealing correlations along lines of literary genre, subject heading, and more. These correlate with historical materialities such a dye manufacture, trends in the visual arts such as post-impressionism, and movements in literature such as imagism. A model of literary description, meanwhile, finds that, while visuality increases over time, proportions of description decrease, suggesting structural decompositions in fiction, occurring in parallel with disseminations of vision.

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