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AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation

2021-03-30 09:17:56
Imke van Heerden, Anil Bas

Abstract

This paper proposes a generative language model called AfriKI. Our approach is based on an LSTM architecture trained on a small corpus of contemporary fiction. With the aim of promoting human creativity, we use the model as an authoring tool to explore machine-in-the-loop Afrikaans poetry generation. To our knowledge, this is the first study to attempt creative text generation in Afrikaans.

Abstract (translated)

URL

https://arxiv.org/abs/2103.16190

PDF

https://arxiv.org/pdf/2103.16190.pdf


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