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Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits

22 September 2024

Papers citing "Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits"

50 / 55 papers shown

Title
Diverse, not Short: A Length-Controlled Self-Learning Framework for Improving Response Diversity of Language Models Vijeta Deshpande Debasmita Ghose John D. Patterson Roger Beaty Anna Rumshisky 77 0 0 22 May 2025
FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning Minh Ngoc Ta Dong Cao Van Duc-Anh Hoang Minh Le-Anh Truong Nguyen My Anh Tran Nguyen Yuxia Wang Preslav Nakov Sang Dinh 49 0 0 20 May 2025
EvalAgent: Discovering Implicit Evaluation Criteria from the Web Manya Wadhwa Zayne Sprague Chaitanya Malaviya Philippe Laban Junyi Jessy Li Greg Durrett 121 1 0 21 Apr 2025
AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation Tuhin Chakrabarty Philippe Laban Chien-Sheng Wu 73 4 0 10 Apr 2025
Writing as a testbed for open ended agents Sian Gooding Lucia Lopez-Rivilla Edward Grefenstette LLMAG 120 3 0 25 Mar 2025
Phraselette: A Poet's Procedural Palette Alex Calderwood John Joon Young Chung Yuqian Sun Melissa Roemmele Max Kreminski 83 0 0 08 Mar 2025
Beemo: Benchmark of Expert-edited Machine-generated Outputs Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 130 8 0 06 Nov 2024
A Note on Shumailov et al. (2024): `AI Models Collapse When Trained on Recursively Generated Data' Ali Borji 100 46 0 16 Oct 2024
Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment Karel DÓosterlinck Winnie Xu Chris Develder Thomas Demeester A. Singh Christopher Potts Douwe Kiela Shikib Mehri 68 17 0 12 Aug 2024
Shared Imagination: LLMs Hallucinate Alike Yilun Zhou Caiming Xiong Silvio Savarese Chien-Sheng Wu HILM 53 1 0 23 Jul 2024
Spontaneous Reward Hacking in Iterative Self-Refinement Jane Pan He He Samuel R. Bowman Shi Feng 87 9 0 05 Jul 2024
Learning to Refine with Fine-Grained Natural Language Feedback Manya Wadhwa Xinyu Zhao Junyi Jessy Li Greg Durrett 75 16 0 02 Jul 2024
Compare without Despair: Reliable Preference Evaluation with Generation Separability Sayan Ghosh Tejas Srinivasan Swabha Swayamdipta 68 2 0 02 Jul 2024
Pron vs Prompt: Can Large Language Models already Challenge a World-Class Fiction Author at Creative Text Writing? Guillermo Marco Julio Gonzalo Ramón del Castillo M. Girona 75 16 0 01 Jul 2024
Detection and Measurement of Syntactic Templates in Generated Text Chantal Shaib Yanai Elazar Junyi Jessy Li Byron C. Wallace 82 20 0 28 Jun 2024
A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians Piotr Wojciech Mirowski Juliette Love K. Mathewson Shakir Mohamed 58 20 0 31 May 2024
Ai.llude: Encouraging Rewriting AI-Generated Text to Support Creative Expression David Zhou S. Sterman 127 7 0 28 May 2024
Impact of Preference Noise on the Alignment Performance of Generative Language Models Yang Gao Dana Alon Donald Metzler 83 21 0 15 Apr 2024
A Design Space for Intelligent and Interactive Writing Assistants Mina Lee Katy Ilonka Gero John Joon Young Chung S. Buckingham Shum Vipul Raheja ... Joonsuk Park Roy Pea Eugenia H Rho Shannon Zejiang Shen Pao Siangliulue 81 92 0 21 Mar 2024
The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing Zhuoyan Li Chen Liang Jing Peng Ming Yin 89 55 0 18 Mar 2024
Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers Melanie Subbiah Sean Zhang Lydia B. Chilton Kathleen McKeown 77 15 0 02 Mar 2024
Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models Paramveer S. Dhillon Somayeh Molaei Jiaqi Li Maximilian Golub Shaochun Zheng Lionel P. Robert LLMAG 81 45 0 18 Feb 2024
Homogenization Effects of Large Language Models on Human Creative Ideation Barrett R Anderson Jash Hemant Shah Max Kreminski 67 82 0 02 Feb 2024
Automatic and Human-AI Interactive Text Generation Yao Dou Philippe Laban Claire Gardent Wei Xu 64 4 0 05 Oct 2023
ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models Mohi Reza Nathan Laundry Ilya Musabirov Peter Dushniku Zhi Yuan “Michael” Yu Kashish Mittal Tovi Grossman Michael Liut Anastasia Kuzminykh Joseph Jay Williams 53 23 0 29 Sep 2023
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs Philippe Laban Jesse Vig Marti A. Hearst Caiming Xiong Chien-Sheng Wu KELM 83 29 0 27 Sep 2023
Art or Artifice? Large Language Models and the False Promise of Creativity Tuhin Chakrabarty Philippe Laban Divyansh Agarwal Smaranda Muresan Chien-Sheng Wu 66 134 0 25 Sep 2023
Does Writing with Language Models Reduce Content Diversity? Vishakh Padmakumar He He 79 91 0 11 Sep 2023
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback Stephen Casper Xander Davies Claudia Shi T. Gilbert Jérémy Scheurer ... Erdem Biyik Anca Dragan David M. Krueger Dorsa Sadigh Dylan Hadfield-Menell ALM OffRL 131 529 0 27 Jul 2023
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting Lei Shu Liangchen Luo Jayakumar Hoskere Yun Zhu Canoee Liu Simon Tong Jindong Chen Lei Meng KELM LRM 76 49 0 25 May 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning Vipul Raheja Dhruv Kumar Ryan Koo Dongyeop Kang ALM 93 60 0 17 May 2023
Self-Refine: Iterative Refinement with Self-Feedback Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 167 1,670 0 30 Mar 2023
Co-Writing with Opinionated Language Models Affects Users' Views Maurice Jakesch Advait Bhat Daniel Buschek Lior Zalmanson Mor Naaman ELM 85 220 0 01 Feb 2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits Ruibo Liu Chenyan Jia Ge Zhang Ziyu Zhuang Tony X. Liu Soroush Vosoughi 179 36 0 01 Jan 2023
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei Xu 51 65 0 19 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 87 18 0 02 Dec 2022
Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers Daphne Ippolito Ann Yuan Andy Coenen Sehmon Burnam 78 98 0 09 Nov 2022
arXivEdits: Understanding the Human Revision Process in Scientific Writing Chao Jiang Wei Xu Samuel Stevens 50 23 0 26 Oct 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 108 262 0 29 Sep 2022
Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries Hai Dang Karim Benharrak Florian Lehmann Daniel Buschek 61 88 0 19 Aug 2022
The Case for a Single Model that can Both Generate Continuations and Fill in the Blank Daphne Ippolito Liam Dugan Emily Reif Ann Yuan Andy Coenen Chris Callison-Burch 50 2 0 09 Jun 2022
Learning to Model Editing Processes Machel Reid Graham Neubig KELM BDL 162 36 0 24 May 2022
Understanding Iterative Revision from Human-Written Text Wanyu Du Vipul Raheja Dhruv Kumar Zae Myung Kim Melissa Lopez Dongyeop Kang 56 60 0 08 Mar 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 883 13,176 0 04 Mar 2022
CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities Mina Lee Percy Liang Qian Yang HAI 84 373 0 18 Jan 2022
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 155 172 0 14 Oct 2021
Decontextualization: Making Sentences Stand-Alone Eunsol Choi J. Palomaki Matthew Lamm Tom Kwiatkowski Dipanjan Das Michael Collins 46 98 0 09 Feb 2021
The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers Daniel Buschek Martin Zurn Malin Eiband 156 105 0 22 Jan 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 458 2,120 0 31 Dec 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 191 38 0 24 Oct 2020