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11 Pages, 601 KB Download PDF

Learning Literary Style End-to-end with Artificial Neural Networks

Advances in Science, Technology and Engineering Systems Journal, Volume 4, Issue 6, Page # 115–125, 2019; DOI: 10.25046/aj040614
Abstract:

This paper addresses the generation of stylized texts in a multilingual setup. A long short-term memory (LSTM) language model with extended phonetic and semantic embeddings is shown to capture poetic style when trained end-to-end without any expert knowledge. Phonetics seems to have a comparable contribution to the overall model performance as the information on the…

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(This article belongs to the SP8 (Special Issue on Multidisciplinary Sciences and Engineering 2019-20) & Section Artificial Intelligence in Computer Science (CAI))

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