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license: apache-2.0 |
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datasets: |
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- tay-yozhik/SyntheticTexts |
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language: |
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- ru |
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# SyntheticRoBERTa |
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This is a pre-trained model of type [RoBERTa](https://arxiv.org/abs/1907.11692). |
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SyntheticRoBERTa is built on a dataset of texts in Russian, which were generated according to [the rules written in context-free grammar](https://github.com/GorbachevaTaisia/JSGF_generative_grammar). |
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# Evaluation |
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This model was evaluated on [RussianSuperGLUE tests](https://russiansuperglue.com/): |
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| Task | Result | Metrics | |
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|-------|----------|---------| |
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| LiDiRus | 0,0 | Matthews Correlation Coefficient | |
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| RCB | 0,091 / 0,158 | F1 / Accuracy | |
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| PARus | 0,502 | Accuracy | |
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| TERRa | 0,487 | Accuracy | |
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| RUSSE | 0,587 | Accuracy | |
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| RWSD | 0,331 | Accuracy | |
