Sentence Simplification with Deep Reinforcement Learning

31 March 2017

Papers citing "Sentence Simplification with Deep Reinforcement Learning"

50 / 84 papers shown

Title
Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification Joseph Liu Yoonsoo Nam Xinyue Cui Swabha Swayamdipta 56 0 0 13 Apr 2025
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 47 0 0 07 Nov 2024
Edit-Constrained Decoding for Sentence Simplification Tatsuya Zetsu Yuki Arase Tomoyuki Kajiwara 30 0 0 28 Sep 2024
Fine-grained Controllable Text Generation through In-context Learning with Feedback Sarubi Thillainathan Alexander Koller 48 1 0 17 Jun 2024
Creating a silver standard for patent simplification Silvia Casola A. Lavelli Horacio Saggion AILaw 29 3 0 24 Oct 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 46 10 0 28 Aug 2023
Learning to Paraphrase Sentences to Different Complexity Levels Alison Chi Li-Kuang Chen Yi-Chen Chang Shu-Hui Lee Jason J. S. Chang 24 10 0 04 Aug 2023
Revisiting non-English Text Simplification: A Unified Multilingual Benchmark Michael Joseph Ryan Tarek Naous Wei-ping Xu 31 25 0 25 May 2023
Controlling Pre-trained Language Models for Grade-Specific Text Simplification Sweta Agrawal Marine Carpuat 19 14 0 24 May 2023
Multilingual Simplification of Medical Texts Sebastian Antony Joseph Kathryn Kazanas Keziah Reina Vishnesh J. Ramanathan Wei-ping Xu Byron C. Wallace Junyi Jessy Li 38 13 0 21 May 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification Renliang Sun Wei-ping Xu Xiaojun Wan CLL 24 17 0 21 May 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning Vipul Raheja Dhruv Kumar Ryan Koo Dongyeop Kang ALM 23 56 0 17 May 2023
Context-Aware Document Simplification Liam Cripwell Joël Legrand Claire Gardent 32 5 0 10 May 2023
Sentence Simplification via Large Language Models Yutao Feng Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 28 17 0 23 Feb 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts Chandrayee Basu Rosni Vasu Michihiro Yasunaga Qiang Yang 21 16 0 17 Feb 2023
The Fewer Splits are Better: Deconstructing Readability in Sentence Splitting Tadashi Nomoto 31 3 0 02 Feb 2023
SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis Imtiaz Karim Kazi Samin Mubasshir Mirza Masfiqur Rahman Elisa Bertino 19 22 0 22 Jan 2023
Automatic Text Simplification of News Articles in the Context of Public Broadcasting Diego Maupomé Fanny Rancourt T. Soulas Alexandre Lachance Marie-Jean Meurs ... Olivier Brochu Dufour Igor Pontes Rémi Cardon Michel Simard Sowmya Vajjala 38 0 0 26 Dec 2022
(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification Yu Qiao Xiaofei Li Daniel Wiechmann E. Kerz 27 4 0 19 Dec 2022
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei-ping Xu 29 63 0 19 Dec 2022
Explain to me like I am five -- Sentence Simplification Using Transformers Aman Agarwal 32 2 0 08 Dec 2022
Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks Zae Myung Kim Wanyu Du Vipul Raheja Dhruv Kumar Dongyeop Kang 15 16 0 02 Dec 2022
Cognitive Simplification Operations Improve Text Simplification Eytan Chamovitz Omri Abend 35 4 0 16 Nov 2022
Conciseness: An Overlooked Language Task Felix Stahlberg Aashish Kumar Chris Alberti Shankar Kumar 21 1 0 08 Nov 2022
Noisy Channel for Automatic Text Simplification Oscar M. Cumbicus-Pineda Iker Gutiérrez-Fandino Itziar Gonzalez-Dios Aitor Soroa Etxabe 29 0 0 06 Nov 2022
Revision for Concision: A Constrained Paraphrase Generation Task Wenchuan Mu Kwanin Lim 32 3 0 25 Oct 2022
CEFR-Based Sentence Difficulty Annotation and Assessment Yuki Arase Satoru Uchida Tomoyuki Kajiwara 33 22 0 21 Oct 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 188 72 0 19 Sep 2022
Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models David Oniani Sreekanth Sreekumar Renuk DeAlmeida D. DeAlmeida Vivian Hui Y. Lee Yiye Zhang Leming Zhou Yanshan Wang LM&MA 31 5 0 14 Sep 2022
A New Aligned Simple German Corpus Vanessa Toborek M. Busch M. Bossert Christian Bauckhage Pascal Welke 15 12 0 02 Sep 2022
Evaluating Factuality in Text Simplification Ashwin Devaraj William Sheffield Byron C. Wallace Junyi Jessy Li HILM 27 41 0 15 Apr 2022
Text Revision by On-the-Fly Representation Optimization Jingjing Li Zichao Li Tao Ge Irwin King M. Lyu BDL 31 17 0 15 Apr 2022
Inducing Positive Perspectives with Text Reframing Caleb Ziems Minzhi Li Anthony Zhang Diyi Yang DiffM 31 36 0 06 Apr 2022
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu 36 0 0 23 Mar 2022
GRS: Combining Generation and Revision in Unsupervised Sentence Simplification Mohammad Dehghan Dhruv Kumar Lukasz Golab 29 12 0 18 Mar 2022
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly Pepa Atanasova Isabelle Augenstein 36 13 0 13 Dec 2021
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 44 32 0 15 Oct 2021
Document-Level Text Simplification: Dataset, Criteria and Baseline Renliang Sun Hanqi Jin Xiao-Yi Wan 19 44 0 11 Oct 2021
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages Xinyu Lu Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 25 19 0 01 Sep 2021
Keep it Simple: Unsupervised Simplification of Multi-Paragraph Text Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst 21 60 0 07 Jul 2021
Text Simplification by Tagging Kostiantyn Omelianchuk Vipul Raheja Oleksandr Skurzhanskyi 22 45 0 08 Mar 2021
Neural Text Generation with Artificial Negative Examples Keisuke Shirai Kazuma Hashimoto Akiko Eriguchi Takashi Ninomiya Shinsuke Mori 13 7 0 28 Dec 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 32 6 0 15 Nov 2020
Controllable Text Simplification with Explicit Paraphrasing Mounica Maddela Fernando Alva-Manchego Wenyuan Xu 21 98 0 21 Oct 2020
AutoMeTS: The Autocomplete for Medical Text Simplification Hoang Van David Kauchak Gondy Leroy 50 30 0 20 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 25 36 0 06 Oct 2020
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification Cristina Garbacea Mengtian Guo Samuel Carton Qiaozhu Mei 19 28 0 31 Jul 2020
Iterative Edit-Based Unsupervised Sentence Simplification Dhruv Kumar Lili Mou Lukasz Golab Olga Vechtomova 27 67 0 17 Jun 2020
Simplify-then-Translate: Automatic Preprocessing for Black-Box Machine Translation Sneha Mehta Bahareh Azarnoush Boris Chen Avneesh Singh Saluja Vinith Misra Ballav Bihani Ritwik K. Kumar 28 17 0 22 May 2020
Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang Mounica Maddela Wuwei Lan Yang Zhong Wenyuan Xu 28 157 0 05 May 2020