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Automatic generation of creative text in Portuguese: an overview

Creativity is an inherently human skill, and thus one of the goals of Artificial Intelligence. Specifically, linguistic computational creativity deals with the autonomous generation of linguistically-creative artefacts. Here, we present four types of text that can be tackled in this scope—poetry, hu...

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Autor principal: Gonçalo Oliveira, Hugo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10155647/
https://www.ncbi.nlm.nih.gov/pubmed/37360260
http://dx.doi.org/10.1007/s10579-023-09646-3
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author Gonçalo Oliveira, Hugo
author_facet Gonçalo Oliveira, Hugo
author_sort Gonçalo Oliveira, Hugo
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description Creativity is an inherently human skill, and thus one of the goals of Artificial Intelligence. Specifically, linguistic computational creativity deals with the autonomous generation of linguistically-creative artefacts. Here, we present four types of text that can be tackled in this scope—poetry, humour, riddles, and headlines—and overview computational systems developed for their generation in Portuguese. Adopted approaches are described and illustrated with generated examples, and the key role of underlying computational linguistic resources is highlighted. The future of such systems is further discussed together with the exploration of neural approaches for text generation. While overviewing such systems, we hope to disseminate the area among the community of the computational processing of the Portuguese language.
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spelling pubmed-101556472023-05-09 Automatic generation of creative text in Portuguese: an overview Gonçalo Oliveira, Hugo Lang Resour Eval Survey Creativity is an inherently human skill, and thus one of the goals of Artificial Intelligence. Specifically, linguistic computational creativity deals with the autonomous generation of linguistically-creative artefacts. Here, we present four types of text that can be tackled in this scope—poetry, humour, riddles, and headlines—and overview computational systems developed for their generation in Portuguese. Adopted approaches are described and illustrated with generated examples, and the key role of underlying computational linguistic resources is highlighted. The future of such systems is further discussed together with the exploration of neural approaches for text generation. While overviewing such systems, we hope to disseminate the area among the community of the computational processing of the Portuguese language. Springer Netherlands 2023-05-03 /pmc/articles/PMC10155647/ /pubmed/37360260 http://dx.doi.org/10.1007/s10579-023-09646-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Survey
Gonçalo Oliveira, Hugo
Automatic generation of creative text in Portuguese: an overview
title Automatic generation of creative text in Portuguese: an overview
title_full Automatic generation of creative text in Portuguese: an overview
title_fullStr Automatic generation of creative text in Portuguese: an overview
title_full_unstemmed Automatic generation of creative text in Portuguese: an overview
title_short Automatic generation of creative text in Portuguese: an overview
title_sort automatic generation of creative text in portuguese: an overview
topic Survey
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10155647/
https://www.ncbi.nlm.nih.gov/pubmed/37360260
http://dx.doi.org/10.1007/s10579-023-09646-3
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