A Perspective on Literary Metaphor in the Context of Generative AI

Imke van Heerden*, Anil Bas

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

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Abstract

At the intersection of creative text generation and literary theory, this study explores the role of literary metaphor and its capacity to generate a range of meanings. In this regard, literary metaphor is vital to the development of any particular language. To investigate whether the inclusion of original figurative language improves textual quality, we trained an LSTM-based language model in Afrikaans. The network produces phrases containing compellingly novel figures of speech. Specifically, the emphasis falls on how AI might be utilised as a defamiliarisation technique, which disrupts expected uses of language to augment poetic expression. Providing a literary perspective on text generation, the paper raises thought-provoking questions on aesthetic value, interpretation and evaluation.
Original languageEnglish
Title of host publicationProceedings of the Third Workshop on Artificial Intelligence and Creativity (CREAI 2024)
Subtitle of host publication27th European Conference on Artificial Intelligence (ECAI 2024)
PublisherCEUR Workshop Proceedings
Pages172-180
Volume3810
Publication statusPublished - 20 Oct 2024

Keywords

  • computational creativity
  • creative text generation
  • Afrikaans
  • metaphor
  • figurative language
  • generative AI
  • responsible AI

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