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

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natural language processing

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papermodel

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vanBas

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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. Accepted to EACL 2021 Workshop on AfricaNLP (non-archival)

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

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