Sentence Simplification with Deep Reinforcement Learning

31 March 2017

Papers citing "Sentence Simplification with Deep Reinforcement Learning"

34 / 84 papers shown

Title
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations Fernando Alva-Manchego Louis Martin Antoine Bordes Carolina Scarton Benoît Sagot Lucia Specia 15 141 0 01 May 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases Louis Martin Angela Fan Eric Villemonte de la Clergerie Antoine Bordes Benoît Sagot 20 36 0 01 May 2020
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders Yanbin Zhao Lu Chen Zhi Chen Kai Yu 33 38 0 30 Apr 2020
Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model Hamid Reza Mohammadi S. H. Khasteh Tahereh Firoozi Taha Samavati 24 19 0 12 Dec 2019
Controlling Text Complexity in Neural Machine Translation Sweta Agrawal Marine Carpuat 13 53 0 03 Nov 2019
Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints Jonathan Mallinson Mirella Lapata 24 17 0 10 Oct 2019
Controllable Sentence Simplification Louis Martin Benoît Sagot Eric Villemonte de la Clergerie Antoine Bordes 15 145 0 07 Oct 2019
Learning Rhyming Constraints using Structured Adversaries Harsh Jhamtani Sanket Vaibhav Mehta J. Carbonell Taylor Berg-Kirkpatrick GAN 19 12 0 15 Sep 2019
Encode, Tag, Realize: High-Precision Text Editing Eric Malmi Sebastian Krause S. Rothe Daniil Mirylenka Aliaksei Severyn 3DV 19 170 0 03 Sep 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 27 18 0 13 Aug 2019
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing Yue Dong Zichao Li Mehdi Rezagholizadeh Jackie C.K. Cheung 23 158 0 19 Jun 2019
Transforming Complex Sentences into a Semantic Hierarchy C. Niklaus Matthias Cetto André Freitas Siegfried Handschuh AILaw 19 41 0 03 Jun 2019
A Semi-Supervised Approach for Low-Resourced Text Generation Hongyu Zang Xiaojun Wan OffRL 17 5 0 03 Jun 2019
Improving Automatic Source Code Summarization via Deep Reinforcement Learning Yao Wan Zhou Zhao Min Yang Guandong Xu Haochao Ying Jian Wu Philip S. Yu 21 381 0 17 Nov 2018
Integrating Transformer and Paraphrase Rules for Sentence Simplification Sanqiang Zhao Rui Meng Daqing He Andi Saptono B. Parmanto 27 120 0 26 Oct 2018
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification Mounica Maddela Wenyuan Xu 12 78 0 12 Oct 2018
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases Xingdi Yuan Tong Wang Rui Meng Khushboo Thaker Peter Brusilovsky Daqing He Adam Trischler 21 101 0 11 Oct 2018
Simple and Effective Text Simplification Using Semantic and Neural Methods Elior Sulem Omri Abend A. Rappoport 17 73 0 11 Oct 2018
D-PAGE: Diverse Paraphrase Generation Qiongkai Xu Juyan Zhang Lizhen Qu Lexing Xie Richard Nock 26 35 0 13 Aug 2018
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 33 66 0 19 Jun 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 36 76 0 14 Jun 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
Inherent Biases in Reference based Evaluation for Grammatical Error Correction and Text Simplification Leshem Choshen Omri Abend 4 35 0 30 Apr 2018
Sentence Simplification with Memory-Augmented Neural Networks Tu Vu Baotian Hu Tsendsuren Munkhdalai Hong-ye Yu 20 57 0 20 Apr 2018
Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning Chenhua Chen Yue Zhang SSL 22 11 0 16 Apr 2018
Automatic Generation of Chinese Short Product Titles for Mobile Display Yu Gong Xusheng Luo Kenny Q. Zhu Wenwu Ou Shichen Liu Lu Duan 15 32 0 30 Mar 2018
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation Shuming Ma Xu Sun Wei Li Sujian Li Wenjie Li Xuancheng Ren 23 62 0 05 Mar 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 28 545 0 23 Feb 2018
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 16 213 0 01 Nov 2017
Split and Rephrase Shashi Narayan Claire Gardent Shay B. Cohen Anastasia Shimorina 31 93 0 21 Jul 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 53 187 0 04 May 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,327 0 05 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015