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Smells like Teen Spirit: An Exploration of Sensorial Style in Literary Genres

arXiv 2209.12352 ↗First posted 26 Sep 2022cs.CLcited by 3

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Abstract (arXiv)

It is well recognized that sensory perceptions and language have interconnections through numerous studies in psychology, neuroscience, and sensorial linguistics. Set in this rich context we ask whether the use of sensorial language in writings is part of linguistic style? This question is important from the view of stylometrics research where a rich set of language features have been explored, but with insufficient attention given to features related to sensorial language. Taking this as the goal we explore several angles about sensorial language and style in collections of lyrics, novels, and poetry. We find, for example, that individual use of sensorial language is not a random phenomenon; choice is likely involved. Also, sensorial style is generally stable over time - the shifts are extremely small. Moreover, style can be extracted from just a few hundred sentences that have sensorial terms. We also identify representative and distinctive features within each genre. For example, we observe that 4 of the top 6 representative features in novels collection involved individuals using olfactory language where we expected them to use non-olfactory language.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 3 of its 33 references that are in the map. First posted on arXiv 26 Sep 2022.

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3 of 33 references.

References · 3

  1. 2019RoBERTa: A Robustly Optimized BERT Pretraining Approachcited by 13,266
  2. 2020UnNatural Language Inferencecited by 68
  3. 2020A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American Englishcited by 4

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