Text Style Transfer: A Review and Experimental Evaluation

24 October 2020

Papers citing "Text Style Transfer: A Review and Experimental Evaluation"

50 / 85 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 192 30,069 0 01 Mar 2022
DeepStyle: User Style Embedding for Authorship Attribution of Short Texts Zhiqiang Hu Roy Ka-wei Lee Lei Wang Ee-Peng Lim Bo Dai BDL 83 24 0 14 Mar 2021
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 89 380 0 26 Jun 2020
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance Pengyu Cheng Martin Renqiang Min Dinghan Shen Christopher Malon Yizhe Zhang Yitong Li Lawrence Carin DRL 31 89 0 01 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 533 41,106 0 28 May 2020
Parallel Data Augmentation for Formality Style Transfer Yi Zhang Tao Ge Xu Sun 33 82 0 14 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 Wu 60 34 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 45 76 0 02 May 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception Qian Liu Yihong Chen B. Chen Jian-Guang Lou Zixuan Chen Bin Zhou Dongmei Zhang 52 166 0 11 Apr 2020
A Probabilistic Formulation of Unsupervised Text Style Transfer Junxian He Xinyi Wang Graham Neubig Taylor Berg-Kirkpatrick OOD 35 129 0 10 Feb 2020
Paraphrase Generation with Latent Bag of Words Yao Fu Yansong Feng John P. Cunningham BDL 39 91 0 07 Jan 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 104 966 0 04 Dec 2019
The Daunting Task of Real-World Textual Style Transfer Auto-Evaluation Richard Yuanzhe Pang 33 10 0 09 Oct 2019
Semi-supervised Text Style Transfer: Cross Projection in Latent Space Mingyue Shang Piji Li Zhenxin Fu Lidong Bing Dongyan Zhao Shuming Shi Rui Yan 91 47 0 25 Sep 2019
Adapting Language Models for Non-Parallel Author-Stylized Rewriting B. Syed Gaurav Verma Balaji Vasan Srinivasan Anandhavelu Natarajan Vasudeva Varma 36 48 0 22 Sep 2019
Domain Adaptive Text Style Transfer Dianqi Li Yizhe Zhang Zhe Gan Yu Cheng Chris Brockett Ming-Ting Sun W. Dolan OOD 59 55 0 25 Aug 2019
Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer A. Sudhakar Bhargav Upadhyay Arjun Maheswaran 46 167 0 25 Aug 2019
"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer Xing Wu Tao Zhang Liangjun Zang Jizhong Han Songlin Hu 60 110 0 21 Aug 2019
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer Chen Henry Wu Xuancheng Ren Fuli Luo Xu Sun 50 57 0 05 Jun 2019
Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation Ke Wang Hang Hua Xiaojun Wan 31 88 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 57 172 0 24 May 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 41 202 0 14 May 2019
Positional Encoding to Control Output Sequence Length Sho Takase Naoaki Okazaki 96 110 0 16 Apr 2019
Evaluating Style Transfer for Text Remi Mir Bjarke Felbo Nick Obradovich Iyad Rahwan 54 114 0 04 Apr 2019
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus Hongyu Gong S. Bhat Lingfei Wu Jinjun Xiong Wen-mei W. Hwu OffRL 60 94 0 26 Mar 2019
Formality Style Transfer with Hybrid Textual Annotations Ruochen Xu Tao Ge Furu Wei 44 41 0 15 Mar 2019
Towards Controlled Transformation of Sentiment in Sentences Wouter Leeftink Gerasimos Spanakis 29 11 0 31 Jan 2019
An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation X. Kong Bohan Li Graham Neubig Eduard H. Hovy Yiming Yang 39 28 0 22 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 44 71 0 08 Jan 2019
The Design and Implementation of XiaoIce, an Empathetic Social Chatbot Li Zhou Jianfeng Gao Di Li Harry Shum 56 597 0 21 Dec 2018
Content preserving text generation with attribute controls Lajanugen Logeswaran Honglak Lee Samy Bengio 63 117 0 03 Nov 2018
Augmenting Neural Response Generation with Context-Aware Topical Attention Nouha Dziri Ehsan Kamalloo K. Mathewson Osmar Zaiane BDL 38 81 0 02 Nov 2018
Large-scale Hierarchical Alignment for Data-driven Text Rewriting Nikola I. Nikolov Richard H. R. Hahnloser 48 7 0 18 Oct 2018
Structured Content Preservation for Unsupervised Text Style Transfer Youzhi Tian Zhiting Hu Zhou Yu 41 44 0 15 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.1K 93,936 0 11 Oct 2018
Unsupervised Controllable Text Formalization Parag Jain Abhijit Mishra A. Azad Karthik Sankaranarayanan 38 27 0 10 Sep 2018
Style Transfer as Unsupervised Machine Translation Zhirui Zhang Shuo Ren Shujie Liu Jianyong Wang Peng Chen Mu Li Ming Zhou Enhong Chen 20 65 0 23 Aug 2018
Learning Sentiment Memories for Sentiment Modification without Parallel Data Yanzhe Zhang Jingjing Xu Pengcheng Yang Xu Sun SSL 39 57 0 22 Aug 2018
Disentangled Representation Learning for Non-Parallel Text Style Transfer V. John Lili Mou Hareesh Bahuleyan Olga Vechtomova DRL 51 299 0 13 Aug 2018
Language Style Transfer from Sentences with Arbitrary Unknown Styles Yanpeng Zhao Wei Bi Deng Cai Xiaojiang Liu Kewei Tu Shuming Shi 37 19 0 13 Aug 2018
Unsupervised Text Style Transfer using Language Models as Discriminators Zichao Yang Zhiting Hu Chris Dyer Eric Xing Taylor Berg-Kirkpatrick 63 269 0 30 May 2018
Context-Aware Neural Machine Translation Learns Anaphora Resolution Elena Voita P. Serdyukov Rico Sennrich Ivan Titov 61 294 0 25 May 2018
Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer Cicero Nogueira dos Santos Igor Melnyk Inkit Padhi 40 153 0 20 May 2018
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach Jingjing Xu Xu Sun Qi Zeng Xuancheng Ren Xiaodong Zhang Houfeng Wang Wenjie Li 51 211 0 14 May 2018
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization Li Wang Junlin Yao Yunzhe Tao Li Zhong Wen Liu Q. Du BDL 45 136 0 09 May 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Xin Eric Wang Wenhu Chen Yuan-fang Wang William Yang Wang 39 158 0 24 Apr 2018
Style Transfer Through Back-Translation Shrimai Prabhumoye Yulia Tsvetkov Ruslan Salakhutdinov A. Black 74 383 0 24 Apr 2018
QuaSE: Accurate Text Style Transfer under Quantifiable Guidance Yi Liao Lidong Bing Piji Li Shuming Shi Wai Lam Tong Zhang BDL 59 31 0 19 Apr 2018
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer Juncen Li Robin Jia He He Percy Liang 67 551 0 17 Apr 2018
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation Ye Zhang Nan Ding Radu Soricut 43 49 0 11 Apr 2018