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best-unlp
Pravopysnyk/best-unlp
best-unlp is a text generation model from Pravopysnyk. Use it when you need the model to write or continue text. It is set up for transformers.
This model was trained by Pravopysnyk team for the Ukrainian NLP shared task in Ukrainian grammar correction. The model is MBart-50-large set to ukr-to-ukr translation task finetuned on UA-GEC augmented by custom data…
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- mbart
- Access
- Public
- Created
- Feb 19, 2023
- Updated
- Mar 14, 2023
- SHA
- d9112cd1
Model card
From the Hugging Face model README
This model was trained by Pravopysnyk team for the Ukrainian NLP shared task in Ukrainian grammar correction. The model is MBart-50-large set to ukr-to-ukr translation task finetuned on UA-GEC augmented by custom dataset generated using our synthetic error generation. The code for error generation will be uploaded on github soon, and the detailed procedure is described in our paper. For this model we added to ua-gec:- 5k sentences generated by round translaion (ukr-rus-ukr) 10k sentences using our punctuation error generation script 2k of dilution (just fully correct sentences sampled from our dataset) 10k of russism (errors generated using our russism error generation).
Hope you find this description helpful!
- Task
- Text Generation
- Library
- transformers
- Type
- mbart
- Languages
- uk
- Created
- Feb 19, 2023
- Updated
- Mar 14, 2023