Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach

14 May 2018

Xuancheng Ren

Houfeng Wang

Papers citing "Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach"

50 / 115 papers shown

Title
Civil Rephrases Of Toxic Texts With Self-Supervised Transformers Leo Laugier John Pavlopoulos Jeffrey Scott Sorensen Lucas Dixon 14 47 0 01 Feb 2021
GTAE: Graph-Transformer based Auto-Encoders for Linguistic-Constrained Text Style Transfer Yukai Shi Sen Zhang Chenxing Zhou Xiaodan Liang Xiaojun Yang Liang Lin 28 8 0 01 Feb 2021
Political Depolarization of News Articles Using Attribute-aware Word Embeddings Ruibo Liu Lili Wang Chenyan Jia Soroush Vosoughi 19 20 0 05 Jan 2021
Multi-type Disentanglement without Adversarial Training Lei Sha Thomas Lukasiewicz DRL 41 12 0 16 Dec 2020
DGST: a Dual-Generator Network for Text Style Transfer Xiao Li Guanyi Chen Chenghua Lin Ruizhe Li 19 8 0 27 Oct 2020
Text Style Transfer: A Review and Experimental Evaluation Zhiqiang Hu Roy Ka-Wei Lee Charu C. Aggarwal Aston Zhang AI4TS 42 26 0 24 Oct 2020
Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback Makesh Narsimhan Sreedhar Kun Ni Siva Reddy AAML 16 2 0 14 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 19 237 0 12 Oct 2020
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling Parker Riley Noah Constant Mandy Guo Girish Kumar David C. Uthus Zarana Parekh 25 53 0 08 Oct 2020
Unsupervised Text Style Transfer with Padded Masked Language Models Eric Malmi Aliaksei Severyn S. Rothe 14 11 0 02 Oct 2020
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer Yufang Huang Wentao Zhu Deyi Xiong Yiye Zhang Changjian Hu Feiyu Xu 18 34 0 02 Oct 2020
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce Yang Deng Wenxuan Zhanng Wai Lam 16 31 0 27 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 39 30 0 31 Jul 2020
Stable Style Transformer: Delete and Generate Approach with Encoder-Decoder for Text Style Transfer Joosung Lee 6 38 0 25 May 2020
Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline David Helbig Enrica Troiano Roman Klinger 15 9 0 15 May 2020
Reinforced Rewards Framework for Text Style Transfer Abhilasha Sancheti Kundan Krishna Balaji Vasan Srinivasan Anandhavelu Natarajan 22 27 0 11 May 2020
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou Liangyu Chen Jiachen Liu Xinyan Xiao Jinsong Su Sheng Guo Hua-Hong Wu 52 33 0 05 May 2020
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen Yixin Cao Ruihao Shui Liangming Pan Min-Yen Kan Zhiyuan Liu Tat-Seng Chua 23 76 0 02 May 2020
Contextual Text Style Transfer Yu Cheng Zhe Gan Yizhe Zhang Oussama Elachqar Dianqi Li Jingjing Liu 21 34 0 30 Apr 2020
ST $^2$ : Small-data Text Style Transfer via Multi-task Meta-Learning Xiwen Chen Kenny Q. Zhu CLIP 33 5 0 24 Apr 2020
Learning to Generate Multiple Style Transfer Outputs for an Input Sentence Kevin Qinghong Lin Ming-Yu Liu Ming-Ting Sun Jan Kautz 23 5 0 16 Feb 2020
Blank Language Models T. Shen Victor Quach Regina Barzilay Tommi Jaakkola 203 73 0 08 Feb 2020
Generating summaries tailored to target characteristics Kushal Chawla Hrituraj Singh Arijit Pramanik Mithlesh Kumar Balaji Vasan Srinivasan 17 0 0 18 Dec 2019
Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation Aparna Balagopalan Jekaterina Novikova Matthew B. A. McDermott Bret A. Nestor Tristan Naumann Marzyeh Ghassemi 10 14 0 04 Dec 2019
XL-Editor: Post-editing Sentences with XLNet Yong-Siang Shih Wei-Cheng Chang Yiming Yang KELM 20 11 0 19 Oct 2019
The Daunting Task of Real-World Textual Style Transfer Auto-Evaluation Richard Yuanzhe Pang 22 10 0 09 Oct 2019
Rethinking Text Attribute Transfer: A Lexical Analysis Yao Fu Hao Zhou Jiaze Chen Lei Li DRL 69 19 0 26 Sep 2019
Decomposing Textual Information For Style Transfer Ivan P. Yamshchikov Viacheslav Shibaev Aleksander Nagaev Jürgen Jost Alexey Tikhonov 23 13 0 26 Sep 2019
A Neural Approach to Irony Generation Mengdi Zhu Zhiwei Yu Xiaojun Wan 19 8 0 13 Sep 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning Peng-Tao Xu Chien-Sheng Wu Andrea Madotto Pascale Fung 19 35 0 09 Sep 2019
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange Steven Y. Feng Aaron W. Li Jesse Hoey 10 27 0 30 Aug 2019
Domain Adaptive Text Style Transfer Dianqi Li Yizhe Zhang Zhe Gan Yu Cheng Chris Brockett Ming-Ting Sun W. Dolan OOD 23 55 0 25 Aug 2019
Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer A. Sudhakar Bhargav Upadhyay Arjun Maheswaran 10 165 0 25 Aug 2019
"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer Xing Wu Tao Zhang Liangjun Zang Jizhong Han Songlin Hu 33 108 0 21 Aug 2019
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites Alexey Tikhonov Viacheslav Shibaev Aleksander Nagaev Aigul Nugmanova Ivan P. Yamshchikov 31 37 0 19 Aug 2019
How Sequence-to-Sequence Models Perceive Language Styles? Ruozi Huang Mi Zhang Xudong Pan Beina Sheng 14 0 0 16 Aug 2019
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer Chen Henry Wu Xuancheng Ren Fuli Luo Xu Sun 28 57 0 05 Jun 2019
Cross-Domain Cascaded Deep Feature Translation Oren Katzir Dani Lischinski Daniel Cohen-Or 11 13 0 04 Jun 2019
Massive Styles Transfer with Limited Labeled Data Hongyu Zang Xiaojun Wan 22 0 0 03 Jun 2019
Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation Ke Wang Hang Hua Xiaojun Wan 12 87 0 30 May 2019
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer Fuli Luo Peng Li Jie Zhou Pengcheng Yang Baobao Chang Zhifang Sui Xu Sun OffRL 35 170 0 24 May 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 8 202 0 14 May 2019
Imbalanced Sentiment Classification Enhanced with Discourse Marker Zhang Tao Xing Wu Meng Lin Jizhong Han Songlin Hu 4 4 0 28 Mar 2019
Grammatical Error Correction and Style Transfer via Zero-shot Monolingual Translation Elizaveta Korotkova Agnes Luhtaru Maksym Del Krista Liin Daiga Deksne Mark Fishel 14 11 0 27 Mar 2019
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus Hongyu Gong S. Bhat Lingfei Wu Jinjun Xiong Wen-mei W. Hwu OffRL 26 93 0 26 Mar 2019
Formality Style Transfer with Hybrid Textual Annotations Ruochen Xu Tao Ge Furu Wei 19 41 0 15 Mar 2019
Conditional BERT Contextual Augmentation Xing Wu Shangwen Lv Liangjun Zang Jizhong Han Songlin Hu 18 313 0 17 Dec 2018
Multiple-Attribute Text Style Transfer Sandeep Subramanian Guillaume Lample Eric Michael Smith Ludovic Denoyer MarcÁurelio Ranzato Y-Lan Boureau 12 78 0 01 Nov 2018
Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer Richard Yuanzhe Pang Kevin Gimpel 22 3 0 28 Oct 2018
Unsupervised Neural Text Simplification S. Surya Abhijit Mishra Anirban Laha Parag Jain Karthik Sankaranarayanan 24 85 0 18 Oct 2018