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@@ -33,10 +33,12 @@ In an era of winning Transformers, ancient RNN models seem archaic. But I see th
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  ## Publication
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- Examples of text generation [have been published in a special journal](http://nevmenandr.net/dkx/pdf/n45-177-184.pdf) devoted to Bakhtin's heritage.
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  Орехов, Борис Валерьевич. "Нейронная сеть переписывает М. М. Бахтина." *Диалог. Карнавал. Хронотоп* 1 (2018): 179-184.
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  ## Samples
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  ### epoch 19, temperature 0.6
 
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  ## Publication
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+ Examples of text generation [have been published in a special journal](http://nevmenandr.net/dkx/pdf/n45-177-184.pdf) devoted to Bakhtin's heritage:
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  Орехов, Борис Валерьевич. "Нейронная сеть переписывает М. М. Бахтина." *Диалог. Карнавал. Хронотоп* 1 (2018): 179-184.
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+ This publication presented as pdf file in this repository.
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  ## Samples
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  ### epoch 19, temperature 0.6