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Unsupervised text style transfer aims to alter text styles while preserving the content, without aligned data for supervision.
A dual reinforcement learning framework for unsupervised text style transfer
Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Zhifang Sui, and Xu Sun. 2019 · 1905
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Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning
Richard S. Sutton, Doina Precup, and Satinder P. Singh. 1999 · 1999
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A joint sequence translation model with integrated reordering
Nadir Durrani, Helmut Schmid, and Alexander M. Fraser. 2011 · 2011
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Convolutional neural networks for sentence classification
Yoon Kim. 2014 · 2014
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015 · 2015
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The operation sequence model - combining n-gram-based and phrase-based statistical machine translation
Nadir Durrani, Helmut Schmid, Alexander M. Fraser, Philipp Koehn, and Hinrich Schütze. 2015 · 2015
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Ups and downs: Modeling the visual evolution of fashion trends with one-class collaborative filtering
Ruining He and Julian McAuley. 2016 · 2016
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Hierarchical deep reinforcement learning: Integrating temporal abstraction and intrinsic motivation
Tejas D. Kulkarni, Karthik Narasimhan, Ardavan Saeedi, and Josh Tenenbaum. 2016 · 2016
Cited alongside, same era.
USAAR: An operation sequential model for automatic statistical post-editing
Santanu Pal, Marcos Zampieri, and Josef van Genabith. 2016 · 2016
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Toward controlled generation of text
Zhiting Hu, Zichao Yang, Xiaodan Liang, Ruslan Salakhutdinov, and Eric P. Xing. 2017 · 2017
Cited alongside, same era.
Style transfer from non-parallel text by cross-alignment
Tianxiao Shen, Tao Lei, Regina Barzilay, and Tommi S. Jaakkola. 2017 · 2017
Cited alongside, same era.
Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A. Efros. 2017 · 2017
Cited alongside, same era.
Reinforcement learning for relation classification from noisy data
Delete, retrieve, generate: A simple approach to sentiment and style transfer
Juncen Li, Robin Jia, He He, and Percy Liang. 2018 · 2018
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Style transfer through back-translation
Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, and Alan W. Black. 2018 · 2018
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An operation sequence model for explainable neural machine translation
Felix Stahlberg, Danielle Saunders, and Bill Byrne. 2018 · 2018
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A hierarchical framework for relation extraction with reinforcement learning
Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, and Minlie Huang. 2018 · 2018
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Video captioning via hierarchical reinforcement learning
Xin Wang, Wenhu Chen, Jiawei Wu, Yuan-Fang Wang, and William Yang Wang. 2018 · 2018
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Jun Feng, Minlie Huang, Li Zhao, Yang Yang, and Xiaoyan Zhu. 2018 · 2018
Cited alongside, same era.
Style transfer in text: Exploration and evaluation
Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao, and Rui Yan. 2018 · 2018
Cited alongside, same era.
Disentangled representation learning for text style transfer
Vineet John, Lili Mou, Hareesh Bahuleyan, and Olga Vechtomova. 2018 · 2018
Cited alongside, same era.
Style transfer as unsupervised machine translation
Zhirui Zhang, Shuo Ren, Shujie Liu, Jianyong Wang, Peng Chen, Mu Li, Ming Zhou, and Enhong Chen. 2018b
Cited in the paper.
Unpaired sentiment-to-sentiment translation: A cycled reinforcement learning approach
Jingjing Xu, Xu Sun, Qi Zeng, Xiaodong Zhang, Xuancheng Ren, Houfeng Wang, and Wenjie Li. 2018 · 2018
Later among the works it cites.
Unsupervised text style transfer using language models as discriminators
Zichao Yang, Zhiting Hu, Chris Dyer, Eric P. Xing, and Taylor Berg-Kirkpatrick. 2018 · 2018
Later among the works it cites.
Learning sentiment memories for sentiment modification without parallel data
Yi Zhang, Jingjing Xu, Pengcheng Yang, and Xu Sun. 2018a · 2018
Later among the works it cites.