Re-evaluating the Tomes for the Times

Ryan Brate, Marieke van Erp, Antal van den Bosch

Onderzoeksoutput: Hoofdstuk in boek/boekdeelBijdrage aan conferentie proceedingsWetenschappelijkpeer review

Samenvatting

Literature is to some degree a snapshot of the time it was written in and the societal attitudes of the time. Not all depictions are pleasant or in-line with modern-day sensibilities; this becomes problematic when the prevalent depictions over a large body of work are negatively biased, leading to their normalisation. Many much-loved and much-read classics are set in periods of heightened social inequality: slavery, pre-womens' rights movements, colonialism, etc. In this paper, we exploit known text co-occurrence metrics with respect to token-level level contexts to identify prevailing themes associated with known problematic descriptors. We see that prevalent, negative depictions are perpetuated by classic literature. We propose that such a methodology could form the basis of a system for making explicit such problematic associations, for interested parties: such as, sensitivity coordinators of publishing houses, library curators, or organisations concerned with social justice.

Originele taal-2Engels
Titel2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)
UitgeverijEuropean Language Resources Association (ELRA)
Pagina's13734-13739
Aantal pagina's6
ISBN van geprinte versie978-249381410-4
StatusGepubliceerd - 2024

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