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martiansideofthemoon / style-transfer-paraphrase

Official code and data repository for our EMNLP 2020 long paper "Reformulating Unsupervised Style Transfer as Paraphrase Generation" (https://arxiv.org/abs/2010.05700).
http://style.cs.umass.edu
MIT License
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Adding the CoLA classifier to Huggingface #36

Closed avidale closed 3 years ago

avidale commented 3 years ago

Hello everyone (especially @martiansideofthemoon, I believe) and thank you for the brilliant paper!

Our team have used your CoLA classifier to evaluate fluency in our project on text detoxification (https://github.com/skoltech-nlp/detox), and it showed better correlation with human judgements of fluency than alternative models trained on CoLA. Therefore, we suggest to use this classifier in other projects on text style transfer.

Could you please upload the classifier to the Huggingface model repository (or give us permission to do so), to make this classifier more conveniently accessible in other projects?

martiansideofthemoon commented 3 years ago

Hi @avidale, Thanks for your interest & your report of successfully using the CoLA classifier. Yes please feel free to upload it if you have the bandwidth to do so, would be great if you could point me to the HuggingFace link so that I can add it to this repository. I will probably be able to get to this only after a few weeks.

avidale commented 3 years ago

Here it is: https://huggingface.co/cointegrated/roberta-large-cola-krishna2020 Thank you very much!

martiansideofthemoon commented 3 years ago

Thank you @avidale! I've added a note in the README - https://github.com/martiansideofthemoon/style-transfer-paraphrase#updates-2021