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SotA/Natural Language Processing/Text Style Transfer/Yelp Review Dataset (Small)

Text Style Transfer on Yelp Review Dataset (Small)

Metric: G-Score (BLEU, Accuracy) (higher is better)

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#Model↕G-Score (BLEU, Accuracy)▼Extra DataPaperDate↕Code
1SAE+Discriminator74.56NoStyle Transfer for Texts: Retrain, Report Errors...2019-08-19Code
2LatentOps (Few shot)71.6NoComposable Text Controls in Latent Space with ODEs2022-08-01Code
3SentiInc66.25No---
4DeleteAndRetrieve54.64NoDelete, Retrieve, Generate: A Simple Approach to...2018-04-17Code
5DeleteOnly54.11NoDelete, Retrieve, Generate: A Simple Approach to...2018-04-17Code
6MultiDecoder45.02NoStyle Transfer in Text: Exploration and Evaluation2017-11-18Code
7CAE38.66NoStyle Transfer from Non-Parallel Text by Cross-A...2017-05-26Code
8StyleEmbedding31.31NoStyle Transfer in Text: Exploration and Evaluation2017-11-18Code