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We introduce replacing language model (RLM), a sequence-to-sequence language modeling framework for text style transfer (TST).
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Roberta: A robustly optimized bert pretraining approach
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Style transfer from non-parallel text by cross-alignment
Tianxiao Shen, Tao Lei, Regina Barzilay, and Tommi Jaakkola · 2017
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Learning to write with cooperative discriminators
Ari Holtzman, Jan Buys, Maxwell Forbes, Antoine Bosselut, David Golub, and Yejin Choi · 2018
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Multiple-attribute text rewriting
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Diverse image-to-image translation via disentangled representations
Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Maneesh Singh, and Ming-Hsuan Yang · 2018
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Delete, retrieve, generate: a simple approach to sentiment and style transfer
Juncen Li, Robin Jia, He He, and Percy Liang · 2018
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2018
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Dear sir or madam, may i introduce the gyafc dataset: Corpus, benchmarks and metrics for formality style transfer
Sudha Rao and Joel Tetreault · 2018
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Unsupervised text style transfer using language models as discriminators
Zichao Yang, Zhiting Hu, Chris Dyer, Eric P Xing, and Taylor Berg-Kirkpatrick · 2018
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Personalizing dialogue agents: I have a dog, do you have pets too?
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al · 2020
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Politeness transfer: A tag and generate approach
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabás Poczós, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, and Shrimai Prabhumoye · 2020
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Unsupervised text style transfer with padded masked language models
Eric Malmi, Aliaksei Severyn, and Sascha Rothe · 2020
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Blank language models
Tianxiao Shen, Victor Quach, Regina Barzilay, and Tommi Jaakkola · 2020
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On variational learning of controllable representations for text without supervision
Peng Xu, Jackie Chi Kit Cheung, and Yanshuai Cao · 2020
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Improving zero-shot voice style transfer via disentangled representation learning
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Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, and Jason Weston · 2018
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Style transformer: Unpaired text style transfer without disentangled latent representation
Ning Dai, Jianze Liang, Xipeng Qiu, and Xuan-Jing Huang · 2019
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A probabilistic formulation of unsupervised text style transfer
Junxian He, Xinyi Wang, Graham Neubig, and Taylor Berg-Kirkpatrick · 2019
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Disentangled representation learning for non-parallel text style transfer
Vineet John, Lili Mou, Hareesh Bahuleyan, and Olga Vechtomova · 2019
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin Ming-Wei Chang Kenton and Lee Kristina Toutanova · 2019
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Challenging common assumptions in the unsupervised learning of disentangled representations
Francesco Locatello, Stefan Bauer, Mario Lucic, Gunnar Raetsch, Sylvain Gelly, Bernhard Schölkopf, and Olivier Bachem · 2019
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On variational bounds of mutual information
Ben Poole, Sherjil Ozair, Aaron Van Den Oord, Alex Alemi, and George Tucker · 2019
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Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, and Lawrence Carin · 2020
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Making pre-trained language models better few-shot learners
Tianyu Gao, Adam Fisch, and Danqi Chen · 2021
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Nast: A non-autoregressive generator with word alignment for unsupervised text style transfer
Fei Huang, Zikai Chen, Chen Henry Wu, Qihan Guo, Xiaoyan Zhu, and Minlie Huang · 2021
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Thank you bart! rewarding pre-trained models improves formality style transfer
Huiyuan Lai, Antonio Toral, and Malvina Nissim · 2021
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Enhancing content preservation in text style transfer using reverse attention and conditional layer normalization
Dongkyu Lee, Zhiliang Tian, Lanqing Xue, and Nevin Lianwen Zhang · 2021
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Bang: Bridging autoregressive and non-autoregressive generation with large scale pretraining
Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Weizhu Chen, Dayiheng Liu, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, et al · 2021
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Discovering the style information in texts via a reinforced decision process
Wanhui Qian, Jinzhu Yang, and Songlin Hu · 2021
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Lewis: Levenshtein editing for unsupervised text style transfer
Machel Reid and Victor Zhong · 2021
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Transferable persona-grounded dialogues via grounded minimal edits
Chen Henry Wu, Yinhe Zheng, Xiaoxi Mao, and Minlie Huang · 2021
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Why exposure bias matters: An imitation learning perspective of error accumulation in language generation
Kushal Arora, Layla El Asri, Hareesh Bahuleyan, and Jackie Chi Kit Cheung · 2022
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Text revision by on-the-fly representation optimization
Jingjing Li, Zichao Li, Tao Ge, Irwin King, and Michael R Lyu · 2022
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