Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild

21 May 2025

Papers citing "Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild"

42 / 42 papers shown

Title
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage Rui Xin Niloofar Mireshghallah Shuyue Stella Li Michael Duan Hyunwoo Kim Yejin Choi Yulia Tsvetkov Sewoong Oh Pang Wei Koh 91 4 0 28 Apr 2025
Conversational User-AI Intervention: A Study on Prompt Rewriting for Improved LLM Response Generation Rupak Sarkar Bahareh Sarrafzadeh N. Chandrasekaran Nagu Rangan Philip Resnik Longqi Yang S. Jauhar 67 2 0 21 Mar 2025
Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning Shuyue Stella Li Jimin Mun Faeze Brahman Jonathan Ilgen Yulia Tsvetkov Maarten Sap LM&MA 67 4 0 21 Feb 2025
Challenges in Trustworthy Human Evaluation of Chatbots Wenting Zhao Alexander M. Rush Tanya Goyal ALM 81 3 0 05 Dec 2024
On the Way to LLM Personalization: Learning to Remember User Conversations Lucie Charlotte Magister Katherine Metcalf Yizhe Zhang Maartje ter Hoeve 67 5 0 20 Nov 2024
Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries Chaitanya Malaviya Joseph Chee Chang Dan Roth Mohit Iyyer Mark Yatskar Kyle Lo ELM 71 6 0 11 Nov 2024
Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents Ananya Bhattacharjee J. Suh Mahsa Ershadi Shamsi T. Iqbal Andrew D. Wilson Javier Hernández 44 4 0 27 Oct 2024
Aligning LLMs with Individual Preferences via Interaction Shujin Wu May Fung Cheng Qian Jeonghwan Kim Dilek Z. Hakkani-Tür Heng Ji 69 19 0 04 Oct 2024
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances Dhruv Agarwal Mor Naaman Aditya Vashistha 66 18 0 17 Sep 2024
Building Machines that Learn and Think with People Katherine M. Collins Ilia Sucholutsky Umang Bhatt Kartik Chandra Lionel Wong ... Mark K. Ho Vikash K. Mansinghka Adrian Weller Joshua B. Tenenbaum Thomas Griffiths 77 34 0 22 Jul 2024
The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories Xi Yu Huang Krishnapriya Vishnubhotla Frank Rudzicz 42 2 0 24 Jun 2024
Automated Focused Feedback Generation for Scientific Writing Assistance Eric Chamoun Michael Schlichktrull Andreas Vlachos 195 10 0 30 May 2024
Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools Daniel Buschek 88 11 0 27 May 2024
WildChat: 1M ChatGPT Interaction Logs in the Wild Wenting Zhao Xiang Ren Jack Hessel Claire Cardie Yejin Choi Yuntian Deng 63 208 0 02 May 2024
Aligning LLM Agents by Learning Latent Preference from User Edits Ge Gao Alexey Taymanov Eduardo Salinas Paul Mineiro Dipendra Kumar Misra LLMAG 56 29 0 23 Apr 2024
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs Shreyas Chaudhari Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan Ameet Deshpande Bruno Castro da Silva 49 36 0 12 Apr 2024
The Use of Generative Search Engines for Knowledge Work and Complex Tasks Siddharth Suri Scott Counts Leijie Wang Chacha Chen Mengting Wan ... Reid Andersen Georg Buscher Sathish Manivannan N.Kasturi Rangan Longqi Yang 63 12 0 19 Mar 2024
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews Weixin Liang Zachary Izzo Yaohui Zhang Haley Lepp Hancheng Cao ... Haotian Ye Sheng Liu Zhi Huang Daniel A. McFarland James Y. Zou DeLMO 127 94 0 11 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 72 44 0 18 Feb 2024
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 80 41 0 15 Nov 2023
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling Bairu Hou Yujian Liu Kaizhi Qian Jacob Andreas Shiyu Chang Yang Zhang UD UQCV PER 51 57 0 15 Nov 2023
A Survey of Confidence Estimation and Calibration in Large Language Models Jiahui Geng Fengyu Cai Yuxia Wang Heinz Koeppl Preslav Nakov Iryna Gurevych UQCV 88 66 0 14 Nov 2023
From Text to Self: Users' Perceptions of Potential of AI on Interpersonal Communication and Self Yue Fu Sami Foell Xuhai Xu Alexis Hiniker 24 21 0 06 Oct 2023
A Long Way to Go: Investigating Length Correlations in RLHF Prasann Singhal Tanya Goyal Jiacheng Xu Greg Durrett 88 148 0 05 Oct 2023
Can large language models provide useful feedback on research papers? A large-scale empirical analysis Weixin Liang Yuhui Zhang Hancheng Cao Binglu Wang Daisy Ding ... Siyu He D. Smith Yian Yin Daniel A. McFarland James Y. Zou ALM LM&MA 57 138 0 03 Oct 2023
Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writers Tuhin Chakrabarty Vishakh Padmakumar Faeze Brahman Smaranda Muresan 69 38 0 22 Sep 2023
Exploring Linguistic Style Matching in Online Communities: The Role of Social Context and Conversation Dynamics Aparna Ananthasubramaniam Hong Chen Jason Yan Kenan Alkiek Jiaxin Pei Agrima Seth Lavinia Dunagan Minje Choi Benjamin R. Litterer David Jurgens 37 2 0 06 Jul 2023
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations Kailas Vodrahalli James Zou 37 6 0 13 Jun 2023
Evaluating Language Models for Mathematics through Interactions Katherine M. Collins Albert Q. Jiang Simon Frieder L. Wong Miri Zilka ... William Hart T. Gowers Wen-Ding Li Adrian Weller M. Jamnik 56 60 0 02 Jun 2023
Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks Zejiang Shen Tal August Pao Siangliulue Kyle Lo Jonathan Bragg Jeff Hammerbacher Doug Downey Joseph Chee Chang David Sontag ELM 43 19 0 05 Apr 2023
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 171 576 0 07 Dec 2022
Interacting with next-phrase suggestions: How suggestion systems aid and influence the cognitive processes of writing Advait Bhat Saaket Agashe Niharika Mohile Parth Oberoi R. Jangir Anirudha N. Joshi 43 39 0 01 Aug 2022
Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension Ying Xu Dakuo Wang Mo Yu Daniel E. Ritchie Bingsheng Yao ... Xiaojuan Ma Diyi Yang Nanyun Peng Zhou Yu M. Warschauer AI4Ed 55 99 0 26 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 708 12,525 0 04 Mar 2022
CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities Mina Lee Percy Liang Qian Yang HAI 59 370 0 18 Jan 2022
Cue Me In: Content-Inducing Approaches to Interactive Story Generation Faeze Brahman Alexandru Petrusca Snigdha Chaturvedi LRM 39 21 0 20 Oct 2020
Characterizing Stage-Aware Writing Assistance in Collaborative Document Authoring Bahareh Sarrafzadeh S. Jauhar Michael Gamon E. Lank Ryen W. White 42 9 0 18 Aug 2020
Plan-And-Write: Towards Better Automatic Storytelling Lili Yao Nanyun Peng R. Weischedel Kevin Knight Dongyan Zhao Rui Yan 51 405 0 14 Nov 2018
Analyzing and Characterizing User Intent in Information-seeking Conversations Chen Qu Liu Yang W. Bruce Croft Johanne R. Trippas Yongfeng Zhang Minghui Qiu 35 117 0 23 Apr 2018
Characterizing the Language of Online Communities and its Relation to Community Reception Trang Tran Mari Ostendorf 27 44 0 15 Sep 2016
How Many Topics? Stability Analysis for Topic Models Derek Greene D. O'Callaghan Padraig Cunningham 45 201 0 16 Apr 2014
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 186 12,384 0 24 Jun 2012