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--- |
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license: mit |
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language: |
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- ru |
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tags: |
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- natural-language-processing |
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- poetry-generation |
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- text-generation |
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- tensorflow |
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- lstm |
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--- |
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This model is trained in 2017 with TensorFlow as character-based. Poems by contemporary neo-avant-garde poet Natalia Azarova served as the training corpus. |
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## Usage |
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To generate new samples, run the script `sample_azarova.py`. The scripts `utils.py` and `model.py` should be in the same folder, and the `save` folder with the model files should be a subfolder (its location can be changed in the script in line 22). |
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## Train data |
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Train data is non free due to copyright restrictions. But you can find almost all of them on the personal [website of Natalia Azarova](http://natalia-azarova.com/cgi-bin/index.pl?p=poetry_books) |
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## What for? |
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In an era of winning Transformers, ancient RNN models seem archaic. But I see that they still work better than modern architectures with such important categories from the humanities point of view as poetic style. |
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## Samples |
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### верлибр 1 |
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``` |
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архив- |
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пишет думально |
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под ниговор на |
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за свизантики |
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ду стение и неба подобна |
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Москва |
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20 – 25 сентября 2006 |
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могу не озеро горизонта |
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синих глубок луг на бахли на стаю |
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болтлизись? |
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слежу ночи кораллов гадаю облаками |
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сэнимальной луна? |
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Ялта |
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19 сентября |
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``` |
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### верлибр 2 |
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``` |
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ягой углубургслов лисли-от |
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из твёрдой |
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самородный данный глядеть? |
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Эль 7 20 февраль 23-28 апрель 7 фовтом, 3 мая |
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Москва – О2брелье |
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3 мая 2009 |
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вечеро́м полной с ползёт или деррагона скользить? |
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Москва |
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23 апреля 2008 |
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``` |
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## BibTeX entry and citation info |
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The samples were published in a book published for Natalia Azarova's anniversary, see file `neural_azarova.pdf`. For citation: |
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``` |
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@inbook{orekhov2017azarova, |
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place={Москва}, |
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title={Нейронная сеть сочиняет стихи Натали Азаровой}, |
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booktitle={Подарок Наталии Азаровой: Сборник статей к юбилею Н. М. Азаровой}, |
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publisher={Культурная революция}, |
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author={Orekhov, Boris}, |
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year={2017}, |
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pages={147–150} |
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} |
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``` |
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