Paraphrase Generation with Deep Reinforcement Learning

1 November 2017

Zichao Li

Xin Jiang

Lifeng Shang

Hang Li

OffRL

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Papers citing "Paraphrase Generation with Deep Reinforcement Learning"

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Title
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing Zhilin Wang Yafu Li Jianhao Yan Yu Cheng Yue Zhang 76 0 0 21 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 106 0 0 29 Jan 2025
It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF Taiming Lu Lingfeng Shen Xinyu Yang Weiting Tan Beidi Chen Huaxiu Yao 63 2 0 12 Jun 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting Qin Liu Fei Wang Nan Xu Tianyi Yan Tao Meng Muhao Chen LRM 43 7 0 24 Mar 2024
Emotion and Sentiment Guided Paraphrasing Justin J. Xie Ameeta Agrawal 14 2 0 08 Jun 2023
IdEALS: Idiomatic Expressions for Advancement of Language Skills Narutatsu Ri Bill Sun Sam Davidson Zhou Yu 23 0 0 23 May 2023
Paraphrase Identification with Deep Learning: A Review of Datasets and Methods Chao Zhou Cheng Qiu Daniel Ernesto Acuna 39 25 0 13 Dec 2022
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 52 0 0 11 Nov 2022
Generative Transformers for Design Concept Generation Qihao Zhu Jianxi Luo AI4CE 25 48 0 07 Nov 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 34 27 0 24 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 37 9 0 20 Oct 2022
Efficient Reinforcement Learning for Unsupervised Controlled Text Generation Bhargav Upadhyay A. Sudhakar Arjun Maheswaran OffRL 18 7 0 16 Apr 2022
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors Wanyu Du Jianqiao Zhao Liwei Wang Yangfeng Ji BDL 29 15 0 04 Apr 2022
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu 36 0 0 23 Mar 2022
Entailment Relation Aware Paraphrase Generation Abhilasha Sancheti Balaji Vasan Srinivasan Rachel Rudinger 41 4 0 20 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua Wu HILM 29 27 0 10 Mar 2022
Domain Adaptive Fake News Detection via Reinforcement Learning Ahmadreza Mosallanezhad Mansooreh Karami Kai Shu M. Mancenido Huan Liu 18 71 0 16 Feb 2022
Simulated annealing for optimization of graphs and sequences Xianggen Liu Pengyong Li Fandong Meng Hao Zhou Huasong Zhong Jie Zhou Lili Mou Sen Song 49 19 0 01 Oct 2021
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 48 43 0 30 Sep 2021
Paraphrase Generation as Unsupervised Machine Translation Xiaofei Sun Yufei Tian Yuxian Meng Nanyun Peng Fei Wu Jiwei Li Chun Fan LRM 22 5 0 07 Sep 2021
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation Samuel Kiegeland Julia Kreutzer AAML 37 46 0 16 Jun 2021
Corpus-Based Paraphrase Detection Experiments and Review T. Vrbanec A. Meštrović 50 31 0 31 May 2021
Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection D. Beddiar Md Saroar Jahan Mourad Oussalah 27 83 0 25 May 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 31 101 0 12 Apr 2021
Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning Jerry Zikun Chen S. Yu Haoran Wang 226 5 0 18 Dec 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 43 73 0 26 Oct 2020
Unsupervised Text Generation by Learning from Search Jingjing Li Zichao Li Lili Mou Xin Jiang Michael R. Lyu Irwin King 27 55 0 09 Jul 2020
Unsupervised Paraphrasing via Deep Reinforcement Learning A. B. Siddique Samet Oymak Vagelis Hristidis 27 56 0 05 Jul 2020
Fact-based Text Editing Hayate Iso Chao Qiao Hang Li KELM 39 23 0 02 Jul 2020
Unsupervised Paraphrase Generation using Pre-trained Language Models Chaitra V. Hegde Shrikumar Patil LRM 21 38 0 09 Jun 2020
Syntax-guided Controlled Generation of Paraphrases Ashutosh Kumar Kabir Ahuja Raghuram Vadapalli Partha P. Talukdar 29 93 0 18 May 2020
Quda: Natural Language Queries for Visual Data Analytics Siwei Fu Kai Xiong Xiaodong Ge Siliang Tang Wei Chen Yingcai Wu 14 26 0 07 May 2020
Paraphrase Generation with Latent Bag of Words Yao Fu Yansong Feng John P. Cunningham BDL 25 91 0 07 Jan 2020
Revisiting Paraphrase Question Generator using Pairwise Discriminator Badri N. Patro Durg Singh Chauhan V. Kurmi Vinay P. Namboodiri 22 4 0 31 Dec 2019
How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions Zewei Chu Mingda Chen Jiehua Chen Miaosen Wang Kevin Gimpel Manaal Faruqui Xiance Si 34 19 0 21 Nov 2019
Generating Persona Consistent Dialogues by Exploiting Natural Language Inference Haoyu Song Weinan Zhang Jingwen Hu Ting Liu 27 73 0 14 Nov 2019
Unsupervised Paraphrasing by Simulated Annealing Xianggen Liu Lili Mou Fandong Meng Hao Zhou Jie Zhou Sen Song 37 77 0 09 Sep 2019
Dialog State Tracking with Reinforced Data Augmentation Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Qun Liu OffRL 27 25 0 21 Aug 2019
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System Ye Liu Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 30 18 0 13 Aug 2019
Controllable Paraphrase Generation with a Syntactic Exemplar Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel BDL 19 108 0 03 Jun 2019
Effective writing style imitation via combinatorial paraphrasing Tommi Gröndahl Nadarajah Asokan 18 7 0 31 May 2019
Unsupervised Paraphrasing without Translation Aurko Roy David Grangier BDL LRM 11 61 0 29 May 2019
Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? Tommi Gröndahl Nadarajah Asokan 28 24 0 24 Feb 2019
Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems Victor Makarenkov Lior Rokach Bracha Shapira 24 35 0 08 Jan 2019
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling Ning Miao Hao Zhou Lili Mou Rui Yan Lei Li 37 191 0 14 Nov 2018
Generating Multiple Diverse Responses for Short-Text Conversation Jun Gao Wei Bi Xiaojiang Liu Junhui Li Shuming Shi 33 56 0 14 Nov 2018
Deep Transfer Reinforcement Learning for Text Summarization Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 27 37 0 15 Oct 2018
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 32 42 0 29 Aug 2018
D-PAGE: Diverse Paraphrase Generation Qiongkai Xu Juyan Zhang Lizhen Qu Lexing Xie Richard Nock 26 35 0 13 Aug 2018
Discourse-Aware Neural Rewards for Coherent Text Generation Antoine Bosselut Asli Celikyilmaz Xiaodong He Jianfeng Gao Po-Sen Huang Yejin Choi 23 79 0 10 May 2018