Skip to main content

A Perspective on Literary Metaphor in the Context of Generative AI.

Van Heerden, I. and Bas, A., 2024. A Perspective on Literary Metaphor in the Context of Generative AI. In: De Filippo, A., Pachet, F., Presutti, V. and Steels, L., eds. Proceedings of the 3rd Workshop on Artificial Intelligence and Creativity co-located with 27th European Conference on Artificial Intelligence (ECAI 2024). Aachen: CEUR-WS, 172-180.

Full text available as:

[img]
Preview
PDF (OPEN ACCESS ARTICLE)
short1.pdf - Published Version
Available under License Creative Commons Attribution.

898kB

Official URL: https://ceur-ws.org/Vol-3810/short1.pdf

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.

Item Type:Book Section
Volume:3810
ISSN:1613-0073
Additional Information:Accepted as oral presentation to Workshop on Artificial Intelligence and Creativity (CREAI) at ECAI 2024. October 19–24, 2024, Santiago de Compostela, Spain.
Uncontrolled Keywords:cs.CL; cs.CL; cs.AI; Computational Creativity, Creative Text Generation, Afrikaans, Metaphor, Figurative Language
Group:Faculty of Media & Communication
ID Code:40594
Deposited By: Symplectic RT2
Deposited On:10 Dec 2024 09:18
Last Modified:10 Dec 2024 09:18

Downloads

Downloads per month over past year

More statistics for this item...
Repository Staff Only -