ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer

13 June 2023

Papers citing "ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer"

44 / 44 papers shown

Title
Explanatory Summarization with Discourse-Driven Planning Dongqi Liu Xi Yu Vera Demberg Mirella Lapata 50 0 0 27 Apr 2025
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework Yifan Wang Vera Demberg 29 0 0 24 Oct 2024
Measuring and Modifying the Readability of English Texts with GPT-4 Sean Trott Pamela D. Rivière 32 0 0 17 Oct 2024
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? Anupama Chingacham Miaoran Zhang Vera Demberg Dietrich Klakow 41 0 0 07 Aug 2024
Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts Sam Yu-Te Lee Aryaman Bahukhandi Dongyu Liu Kwan-Liu Ma AAML 40 5 0 16 Jul 2024
Computational Politeness in Natural Language Processing: A Survey Priyanshu Priya Mauajama Firdaus Asif Ekbal 40 10 0 28 Jun 2024
Large Language Models are Interpretable Learners Ruochen Wang Si Si Felix X. Yu Dorothea Wiesmann Cho-Jui Hsieh Inderjit Dhillon 24 3 0 25 Jun 2024
Keystroke Dynamics Against Academic Dishonesty in the Age of LLMs Debnath Kundu Atharva Mehta Rajesh Kumar Naman Lal Avinash Anand Apoorv Singh R. Shah DeLMO 17 0 0 21 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning Jiaqi Li Yixuan Tang Yi Yang 46 5 0 14 Jun 2024
ReadCtrl: Personalizing text generation with readability-controlled instruction learning Hieu Tran Zonghai Yao Lingxi Li Hong-ye Yu 54 2 0 13 Jun 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models Yeqi Gao Yuzhou Gu Zhao Song 33 0 0 09 May 2024
A Survey on the Real Power of ChatGPT Ming Liu Ran Liu Ye Zhu Hua Wang Youyang Qu Rongsheng Li Yongpan Sheng Wray L. Buntine 42 2 0 22 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 29 6 0 26 Mar 2024
ProSwitch: Knowledge-Guided Instruction Tuning to Generate Professional and Non-Professional Styled Text Chang Zong Yuyan Chen Weiming Lu Jian Shao Yueting Zhuang 32 1 0 14 Mar 2024
Distilling Text Style Transfer With Self-Explanation From LLMs Chiyu Zhang Honglong Cai Yuezhang Li Li Yuexin Wu Le Hou Muhammad Abdul-Mageed 47 10 0 02 Mar 2024
An Evaluation of Large Language Models in Bioinformatics Research Hengchuang Yin Zhonghui Gu Fanhao Wang Yiparemu Abuduhaibaier Yanqiao Zhu Xinming Tu Xian-Sheng Hua Xiao Luo Yizhou Sun LM&MA 38 8 0 21 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 156 0 06 Feb 2024
FFT: Towards Harmlessness Evaluation and Analysis for LLMs with Factuality, Fairness, Toxicity Shiyao Cui Zhenyu Zhang Yilong Chen Wenyuan Zhang Tianyun Liu Siqi Wang Tingwen Liu 38 13 0 30 Nov 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Yixin Liu Alexander R. Fabbri Jiawen Chen Yilun Zhao Simeng Han Chenyu You Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 46 58 0 15 Nov 2023
PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers Sheshera Mysore Zhuoran Lu Mengting Wan Longqi Yang Steve Menezes Tina Baghaee Emmanuel Barajas Gonzalez Jennifer Neville Tara Safavi RALM 32 35 0 15 Nov 2023
Extrinsically-Focused Evaluation of Omissions in Medical Summarization Elliot Schumacher Daniel Rosenthal Varun Nair Luladay Price Geoffrey Tso Anitha Kannan 16 2 0 14 Nov 2023
Generating Summaries with Controllable Readability Levels Leonardo F. R. Ribeiro Mohit Bansal Markus Dreyer 78 19 0 16 Oct 2023
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time Yeqi Gao Zhao Song Weixin Wang Junze Yin 20 25 0 14 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 48 76 0 13 Sep 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models Joseph Marvin Imperial Harish Tayyar Madabushi ELM 32 11 0 11 Sep 2023
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting Griffin Adams Alexander R. Fabbri Faisal Ladhak Eric Lehman Noémie Elhadad 29 52 0 08 Sep 2023
Using ChatGPT as a CAT tool in Easy Language translation Silvana Deilen Sergio Hernández Garrido Ekaterina Lapshinova-Koltunski Christiane Maaß 16 10 0 22 Aug 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies Liangming Pan Michael Stephen Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang KELM LRM 47 201 0 06 Aug 2023
ChatGPT and Persuasive Technologies for the Management and Delivery of Personalized Recommendations in Hotel Hospitality Manolis Remountakis Konstantinos I. Kotis Babis Kourtzis G. Tsekouras 20 4 0 26 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 72 1,513 0 06 Jul 2023
Generative Multimodal Entity Linking Senbao Shi Zhenran Xu Baotian Hu Hao Fei MLLM VLM 19 5 0 22 Jun 2023
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation Zhiyuan Hu Chumin Liu Yue Feng Anh Tuan Luu Bryan Hooi DiffM 24 3 0 14 Jun 2023
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study Yaxin Fan Feng Jiang Peifeng Li Haizhou Li ELM 34 19 0 15 May 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 91 210 0 24 Mar 2023
Readability Controllable Biomedical Document Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou 42 36 0 10 Oct 2022
A Distributional Lens for Multi-Aspect Controllable Text Generation Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Bing Qin 112 36 0 06 Oct 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 777 0 27 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 333 11,953 0 04 Mar 2022
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation Chenhui Shen Liying Cheng Ran Zhou Lidong Bing Yang You Luo Si 47 34 0 14 Oct 2021
A Recipe For Arbitrary Text Style Transfer with Large Language Models Emily Reif Daphne Ippolito Ann Yuan Andy Coenen Chris Callison-Burch Jason W. Wei 224 117 0 08 Sep 2021
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 178 146 0 30 Aug 2021
Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan Lu Wang Irwin King 207 21 0 07 Aug 2021
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 216 138 0 08 Dec 2020