s-nlp
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rubert-base-cased-conversational-paraphrase-v1

Text Classification

sentence-similarity

paraphrase-detection

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cointegrated commited on Jul 15, 2022

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@@ -12,10 +12,12 @@ datasets:
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 This is a [ruBERT-conversational](https://huggingface.co/DeepPavlov/rubert-base-cased-conversational) model trained on the mixture of 3 paraphrase detection datasets:
-- [ru_paraphraser](https://huggingface.co/merionum/ru_paraphraser)
 - [RuPAWS](https://github.com/ivkrotova/rupaws_dataset)
 - A dataset containing crowdsourced evaluation of content preservation in Russian text detoxification by [Dementieva et al, 2022](https://www.dialog-21.ru/media/5755/dementievadplusetal105.pdf).
 Training notebook: `task_oriented_TST/similarity/cross_encoders/russian/train_russian_paraphrase_detector__fixed.ipynb` (in a private repo).
 Training parameters:

 ---
 This is a [ruBERT-conversational](https://huggingface.co/DeepPavlov/rubert-base-cased-conversational) model trained on the mixture of 3 paraphrase detection datasets:
+- [ru_paraphraser](https://huggingface.co/merionum/ru_paraphraser) (with classes -1 and 0 merged)
 - [RuPAWS](https://github.com/ivkrotova/rupaws_dataset)
 - A dataset containing crowdsourced evaluation of content preservation in Russian text detoxification by [Dementieva et al, 2022](https://www.dialog-21.ru/media/5755/dementievadplusetal105.pdf).
+The model can be used to assess semantic similarity of Russian sentences.
 Training notebook: `task_oriented_TST/similarity/cross_encoders/russian/train_russian_paraphrase_detector__fixed.ipynb` (in a private repo).
 Training parameters: