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README.md

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 ## Dataset Description
 
-- **Repository:** # TODO: insert link to SpellKit may be?
-- **Paper:** # TODO: insert paper to Dialog / EMNLP paper
+- **Repository:** [SAGE](https://github.com/orgs/ai-forever/sage)
+- **Paper:** [Paper about synthetic error generation methods](https://www.dialog-21.ru/media/5914/martynovnplusetal056.pdf), [Paper about SAGE and our best solution](https://arxiv.org/abs/2308.09435)
 - **Point of Contact:** nikita.martynov.98@list.ru
 
 ### Dataset Summary