Keep it Simple: Unsupervised Simplification of Multi-Paragraph Text

7 July 2021

Papers citing "Keep it Simple: Unsupervised Simplification of Multi-Paragraph Text"

38 / 38 papers shown

Title
EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning Lingxiao Kong Cong Yang Susanne Neufang Oya Beyan Zeyd Boukhers OffRL 24 0 0 05 May 2025
Steering Large Language Models with Register Analysis for Arbitrary Style Transfer Xinchen Yang Marine Carpuat LLMSV 105 0 0 01 May 2025
An Empirical Study on Prompt Compression for Large Language Models Z. Zhang Jinyi Li Yihuai Lan X. Wang Hao Wang MQ 42 0 0 24 Apr 2025
Aligning Sentence Simplification with ESL Learner's Proficiency for Language Acquisition Guanlin Li Yuki Arase Noel Crespi 49 0 0 17 Feb 2025
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference Barys Liskavets Maxim Ushakov Shuvendu Roy Mark Klibanov Ali Etemad Shane Luke 30 6 0 02 Sep 2024
TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods Gabriel Loiseau Damien Sileo Damien Riquet Maxime Meyer Marc Tommasi 38 0 0 31 Jul 2024
Style Transfer with Multi-iteration Preference Optimization Shuai Liu Jonathan May 37 3 0 17 Jun 2024
Keep It Private: Unsupervised Privatization of Online Text Calvin Bao Marine Carpuat DeLMO 29 2 0 16 May 2024
Evaluating Document Simplification: On the Importance of Separately Assessing Simplicity and Meaning Preservation Liam Cripwell Joël Legrand Claire Gardent 21 3 0 04 Apr 2024
SciNews: From Scholarly Complexities to Public Narratives -- A Dataset for Scientific News Report Generation Dongqi Pu Yifan Wang Jia E. Loy Vera Demberg 19 6 0 26 Mar 2024
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models Jinyi Li Yihuai Lan Lei Wang Hao Wang 25 0 0 26 Mar 2024
Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation Do June Min Verónica Pérez-Rosas Kenneth Resnicow Rada Mihalcea OffRL 43 2 0 20 Mar 2024
Authorship Style Transfer with Policy Optimization Shuai Liu Shantanu Agarwal Jonathan May 40 5 0 12 Mar 2024
An LLM-Enhanced Adversarial Editing System for Lexical Simplification Keren Tan Kangyang Luo Yunshi Lan Zheng Yuan Jinlong Shu AAML 24 5 0 22 Feb 2024
Digital Comprehensibility Assessment of Simplified Texts among Persons with Intellectual Disabilities Andreas Säuberli F. Holzknecht Patrick Haller Silvana Deilen Laura Schiffl S. Hansen-Schirra Sarah Ebling 24 2 0 20 Feb 2024
Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension Sweta Agrawal Marine Carpuat 16 7 0 15 Dec 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model Qi Jia Siyu Ren Yizhu Liu Kenny Q. Zhu ALM HILM 22 16 0 18 Oct 2023
Generating Summaries with Controllable Readability Levels Leonardo F. R. Ribeiro Mohit Bansal Markus Dreyer 60 19 0 16 Oct 2023
Automatic and Human-AI Interactive Text Generation Yao Dou Philippe Laban Claire Gardent Wei-ping Xu 24 4 0 05 Oct 2023
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs Philippe Laban Jesse Vig Marti A. Hearst Caiming Xiong Chien-Sheng Wu KELM 34 27 0 27 Sep 2023
Discrete Prompt Compression with Reinforcement Learning Hoyoun Jung Kyung-Joong Kim 19 24 0 17 Aug 2023
Can Knowledge Graphs Simplify Text? Anthony Colas Haodi Ma Xuanli He Yang Bai D. Wang 25 4 0 14 Aug 2023
Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA David Heineman Yao Dou Mounica Maddela Wei-ping Xu 23 15 0 23 May 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification Renliang Sun Wei-ping Xu Xiaojun Wan CLL 14 16 0 21 May 2023
Graphologue: Exploring Large Language Model Responses with Interactive Diagrams Peiling Jiang Jude Rayan Steven W. Dow Haijun Xia 14 98 0 19 May 2023
A Better Way to Do Masked Language Model Scoring Carina Kauf Anna A. Ivanova 37 22 0 17 May 2023
SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism Mehwish Fatima Tim Kolber K. Markert Michael Strube 11 0 0 04 Apr 2023
ChatGPT as a Factual Inconsistency Evaluator for Text Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou ELM HILM ALM 25 73 0 27 Mar 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense Kalpesh Krishna Yixiao Song Marzena Karpinska John Wieting Mohit Iyyer DeLMO 14 294 0 23 Mar 2023
Exploiting Summarization Data to Help Text Simplification Renliang Sun Zhixian Yang Xiaojun Wan 13 8 0 14 Feb 2023
Unsupervised Sentence Simplification via Dependency Parsing Vy Vo Weiqing Wang Wray L. Buntine 18 3 0 10 Jun 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning D. Ghalandari Chris Hokamp Georgiana Ifrim 11 20 0 17 May 2022
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets Philippe Laban Chien-Sheng Wu Wenhao Liu Caiming Xiong 33 5 0 13 May 2022
Evaluating Factuality in Text Simplification Ashwin Devaraj William Sheffield Byron C. Wallace Junyi Jessy Li HILM 11 41 0 15 Apr 2022
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing Tal August Lucy Lu Wang Jonathan Bragg Marti A. Hearst Andrew Head Kyle Lo 15 40 0 28 Feb 2022
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 11 374 0 18 Nov 2021
Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation Junyu Luo Zifei Zheng Hanzhong Ye Muchao Ye Yaqing Wang Quanzeng You Cao Xiao Fenglong Ma 14 5 0 04 Dec 2020
Factual Error Correction for Abstractive Summarization Models Mengyao Cao Yue Dong Jiapeng Wu Jackie C.K. Cheung HILM KELM 167 159 0 17 Oct 2020