Efficient Reinforcement Learning for Unsupervised Controlled Text Generation

16 April 2022

Papers citing "Efficient Reinforcement Learning for Unsupervised Controlled Text Generation"

28 / 28 papers shown

Title
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 167 13 0 28 Aug 2023
BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward Florian Schmidt Thomas Hofmann 83 8 0 05 Mar 2020
Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer A. Sudhakar Bhargav Upadhyay Arjun Maheswaran 66 168 0 25 Aug 2019
"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer Xing Wu Tao Zhang Liangjun Zang Jizhong Han Songlin Hu 102 111 0 21 Aug 2019
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer Chen Henry Wu Xuancheng Ren Fuli Luo Xu Sun 78 58 0 05 Jun 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 76 173 0 24 May 2019
Training language GANs from Scratch Cyprien de Masson dÁutume Mihaela Rosca Jack W. Rae S. Mohamed GAN SyDa 67 87 0 23 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 209 3,213 0 22 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 92 95 0 26 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu OffRL 62 183 0 27 Aug 2018
Disentangled Representation Learning for Non-Parallel Text Style Transfer V. John Lili Mou Hareesh Bahuleyan Olga Vechtomova DRL 85 302 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 69 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 85 273 0 30 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 99 210 0 14 May 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning Zhan Shi Xinchi Chen Xipeng Qiu Xuanjing Huang 55 104 0 30 Apr 2018
Style Transfer Through Back-Translation Shrimai Prabhumoye Yulia Tsvetkov Ruslan Salakhutdinov A. Black 121 386 0 24 Apr 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 98 682 0 20 Apr 2018
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer Juncen Li Robin Jia He He Percy Liang 96 555 0 17 Apr 2018
Dear Sir or Madam, May I introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer Sudha Rao Joel R. Tetreault 77 399 0 17 Mar 2018
Style Transfer in Text: Exploration and Evaluation Zhenxin Fu Xiaoye Tan Nanyun Peng Dongyan Zhao Rui Yan 89 507 0 18 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 110 214 0 01 Nov 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 210 1,560 0 11 May 2017
Sentence Simplification with Deep Reinforcement Learning Xingxing Zhang Mirella Lapata 69 398 0 31 Mar 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 184 990 0 02 Mar 2017
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 72 2,409 0 18 Sep 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 136 641 0 24 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 185 4,635 0 06 Jul 2016