| RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning | May 25, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer | May 18, 2021 | Style TransferText Style Transfer | CodeCode Available | 1 |
| Composable Text Controls in Latent Space with ODEs | Aug 1, 2022 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Transductive Learning for Unsupervised Text Style Transfer | Sep 16, 2021 | DecoderInductive Learning | CodeCode Available | 1 |
| NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer | Jun 4, 2021 | SentenceStyle Transfer | CodeCode Available | 1 |
| A Probabilistic Formulation of Unsupervised Text Style Transfer | Feb 10, 2020 | DeciphermentLanguage Modelling | CodeCode Available | 1 |
| So Different Yet So Alike! Constrained Unsupervised Text Style Transfer | May 9, 2022 | AttributeData Augmentation | CodeCode Available | 1 |
| How Positive Are You: Text Style Transfer using Adaptive Style Embedding | Dec 1, 2020 | DisentanglementSentence | CodeCode Available | 1 |
| Gradient-guided Unsupervised Text Style Transfer via Contrastive Learning | Jan 23, 2022 | Adversarial AttackContrastive Learning | —Unverified | 0 |
| Unsupervised Text Style Transfer with Padded Masked Language Models | Oct 2, 2020 | SentenceSentence Fusion | —Unverified | 0 |
| Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer | Aug 1, 2021 | Attributecounterfactual | —Unverified | 0 |
| Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer | Oct 2, 2020 | Style TransferText Style Transfer | —Unverified | 0 |
| DAML-ST5: Low Resource Style Transfer via Domain Adaptive Meta Learning | Nov 16, 2021 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation | Jan 16, 2022 | Machine TranslationStyle Transfer | —Unverified | 0 |
| Efficient Reinforcement Learning for Unsupervised Controlled Text Generation | Apr 16, 2022 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer | May 20, 2018 | Style TransferText Style Transfer | —Unverified | 0 |
| Formality Style Transfer with Hybrid Textual Annotations | Mar 15, 2019 | Formality Style TransferSentence | —Unverified | 0 |
| Learning Implicit Text Generation via Feature Matching | May 7, 2020 | Conditional Text GenerationStyle Transfer | —Unverified | 0 |
| Low Resource Style Transfer via Domain Adaptive Meta Learning | Jan 16, 2022 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Low Resource Style Transfer via Domain Adaptive Meta Learning | May 25, 2022 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Prefix-Tuning Based Unsupervised Text Style Transfer | Oct 23, 2023 | SentenceStyle Transfer | —Unverified | 0 |
| Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer | Dec 1, 2020 | SentenceStyle Transfer | —Unverified | 0 |
| SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer | Apr 27, 2021 | DenoisingSentence | —Unverified | 0 |
| So Different Yet So Alike! Constrained Unsupervised Text Style Transfer | Jun 16, 2021 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer | Dec 19, 2022 | Data AugmentationDecoder | —Unverified | 0 |
| Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions | Feb 21, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| Unsupervised Text Style Transfer with Content Embeddings | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Text Style Transfer with Deep Generative Models | Aug 31, 2023 | SentenceStyle Transfer | —Unverified | 0 |
| Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer | Apr 17, 2018 | AttributeImage Captioning | CodeCode Available | 0 |
| A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer | Jun 5, 2019 | SentenceStyle Transfer | CodeCode Available | 0 |
| Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization | Oct 10, 2020 | Formality Style TransferLanguage Modeling | CodeCode Available | 0 |
| Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL | Jul 20, 2024 | Few-Shot Text ClassificationQ-Learning | CodeCode Available | 0 |
| Exploring Non-Autoregressive Text Style Transfer | Nov 1, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 0 |
| Unsupervised Text Style Transfer using Language Models as Discriminators | May 30, 2018 | DeciphermentLanguage Modeling | CodeCode Available | 0 |
| Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation | Jul 1, 2022 | Machine TranslationStyle Transfer | CodeCode Available | 0 |
| Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer | Nov 1, 2021 | AttributeDecoder | CodeCode Available | 0 |
| Structured Content Preservation for Unsupervised Text Style Transfer | Oct 15, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MSSRNet: Manipulating Sequential Style Representation for Unsupervised Text Style Transfer | Jun 12, 2023 | Style TransferText Style Transfer | CodeCode Available | 0 |
| Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation | Jun 29, 2021 | Machine TranslationStyle Transfer | CodeCode Available | 0 |
| A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer | May 24, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning | May 29, 2019 | AttributeDisentanglement | CodeCode Available | 0 |
| Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer | May 4, 2022 | DenoisingSentence | CodeCode Available | 0 |