Visualizing LLM Text Style Transfer: visually dissecting how to talk like a pirate

Richard Brath, Adam James Bradley, David Jonker

Room: 110

2023-10-22T03:00:00ZGMT-0600Change your timezone on the schedule page
2023-10-22T03:00:00Z
Exemplar figure, described by caption below
Text Style Transfer (TST) retains semantic content while modifying stylistic features from e.g. a pirate to a detective. We semantically align transfered text which reveals techniques such as metaphors. We do LLM style inquiry to articulate retorical devices as multivariate style heatmaps.
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Abstract

Text Style Transfer (TST) retains semantic content while modifying stylistic features. Exploratory visualization of LLM-generated TST via semantically aligned text visualization reveals advanced stylistic techniques such as use of metaphors. LLM style inquiry can be used to articulate advanced stylistic devices such as interjections, idioms and rhetorical devices and visually depicted as multivariate style heatmaps.