Textual Stylistic Variation: Choices, Genres and Individuals
Jussi Karlgren

TL;DR
This paper emphasizes the importance of relevance-based metrics for analyzing stylistic variation in texts, highlighting the roles of genre and individual choices in reader perception.
Contribution
It advocates for more meaningful target metrics in stylistic analysis, focusing on relevance and utility rather than just textual features.
Findings
Readers perceive stylistic differences mainly through genre distinctions.
Genres are a key factor in how readers experience stylistic variation.
Individual choices also contribute to stylistic differences, alongside genre effects.
Abstract
This chapter argues for more informed target metrics for the statistical processing of stylistic variation in text collections. Much as operationalised relevance proved a useful goal to strive for in information retrieval, research in textual stylistics, whether application oriented or philologically inclined, needs goals formulated in terms of pertinence, relevance, and utility - notions that agree with reader experience of text. Differences readers are aware of are mostly based on utility - not on textual characteristics per se. Mostly, readers report stylistic differences in terms of genres. Genres, while vague and undefined, are well-established and talked about: very early on, readers learn to distinguish genres. This chapter discusses variation given by genre, and contrasts it to variation occasioned by individual choice.
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Taxonomy
MethodsAttentive Walk-Aggregating Graph Neural Network
