Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

25 October 2022

Papers citing "Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming"

50 / 66 papers shown

Title
Prompting LLMs for Code Editing: Struggles and Remedies Daye Nam Ahmed Omran Ambar Murillo Saksham Thakur Abner Araujo Marcel Blistein Alexander Frömmgen Vincent J. Hellendoorn Satish Chandra KELM 66 0 0 28 Apr 2025
Do It For Me vs. Do It With Me: Investigating User Perceptions of Different Paradigms of Automation in Copilots for Feature-Rich Software Anjali Khurana Xiaotian Su April Yi Wang Parmit K. Chilana 28 0 0 22 Apr 2025
Synthesizing High-Quality Programming Tasks with LLM-based Expert and Student Agents Manh Hung Nguyen Victor-Alexandru Pădurean Alkis Gotovos Sebastian Tschiatschek Adish Singla 21 0 0 10 Apr 2025
The Impact of Generative AI Coding Assistants on Developers Who Are Visually Impaired Claudia Flores-Saviaga Benjamin V. Hanrahan Kashif Imteyaz Steven Clarke Saiph Savage 37 0 0 10 Mar 2025
Human-AI Experience in Integrated Development Environments: A Systematic Literature Review Agnia Sergeyuk Ilya Zakharov Ekaterina Koshchenko M. Izadi 53 0 0 08 Mar 2025
Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support Kevin Pu Daniel Lazaro Ian Arawjo Haijun Xia Ziang Xiao Tovi Grossman Yan Chen 55 1 0 25 Feb 2025
Evaluation of Large Language Models via Coupled Token Generation N. C. Benz Stratis Tsirtsis Eleni Straitouri Ivi Chatzi Ander Artola Velasco Suhas Thejaswi Manuel Gomez Rodriguez 41 0 0 03 Feb 2025
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Rudrajit Choudhuri Ambareesh Ramakrishnan Amreeta Chatterjee Bianca Trinkenreich Igor Steinmacher M. Gerosa Anita Sarma 68 2 0 20 Dec 2024
Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools James Prather Juho Leinonen Natalie Kiesler Jamie Gorson Benario Sam Lau ... Brent N. Reeves Jaromír Šavelka David H Smith IV Sven Strickroth Daniel Zingaro 66 5 0 19 Dec 2024
Contextual Augmented Multi-Model Programming (CAMP): A Hybrid Local-Cloud Copilot Framework Yuchen Wang Shangxin Guo C. Tan 22 0 0 20 Oct 2024
AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker V. D. Swain Qiuyue "Joy" Zhong Jash Rajesh Parekh Yechan Jeon Roy Zimmerman Mary Czerwinski J. Suh Varun Mishra Koustuv Saha Javier Hernández AI4MH 33 0 0 18 Oct 2024
How much does AI impact development speed? An enterprise-based randomized controlled trial Elise Paradis Kate Grey Quinn Madison Daye Nam A. Macvean Vahid Meimand Nan Zhang Ben Ferrari-Church Satish Chandra 17 0 0 16 Oct 2024
Need Help? Designing Proactive AI Assistants for Programming Valerie Chen Alan Zhu Sebastian Zhao Hussein Mozannar David Sontag Ameet Talwalkar 27 4 0 06 Oct 2024
Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks Deborah Etsenake Meiyappan Nagappan 20 0 0 01 Oct 2024
Not the Silver Bullet: LLM-enhanced Programming Error Messages are Ineffective in Practice E. Santos Brett A. Becker 14 2 0 27 Sep 2024
Assessing Consensus of Developers' Views on Code Readability Agnia Sergeyuk Olga Lvova Sergey Titov Anastasiia Serova Farid Bagirov T. Bryksin 39 0 0 04 Jul 2024
Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition Majeed Kazemitabaar Jack Williams Ian Drosos Tovi Grossman Austin Z. Henley Carina Negreanu Advait Sarkar 19 0 0 02 Jul 2024
Student-AI Interaction: A Case Study of CS1 students Matin Amoozadeh Daye Nam Daniel Prol Ali Alfageeh James Prather Michael Hilton Sruti Srinivasa Ragavan Mohammad Amin Alipour 22 4 0 29 Jun 2024
Does GPT Really Get It? A Hierarchical Scale to Quantify Human vs AI's Understanding of Algorithms Mirabel Reid Santosh Vempala ELM 35 0 0 20 Jun 2024
Using AI-Based Coding Assistants in Practice: State of Affairs, Perceptions, and Ways Forward Agnia Sergeyuk Yaroslav Golubev T. Bryksin Iftekhar Ahmed 38 1 0 11 Jun 2024
Impact of AI-tooling on the Engineering Workspace Lena Chretien Nikolas Albarran 14 0 0 11 Jun 2024
A Survey on Large Language Models for Code Generation Juyong Jiang Fan Wang Jiasi Shen Sungju Kim Sunghun Kim 35 74 0 01 Jun 2024
The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers James Prather Brent N. Reeves Juho Leinonen Stephen MacNeil Arisoa S. Randrianasolo Brett A. Becker Bailey Kimmel Jared Wright Ben Briggs 19 2 0 28 May 2024
A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions Ningzhi Tang Meng Chen Zheng Ning Aakash Bansal Yu Huang Collin McMillan T. Li 25 5 0 25 May 2024
A Transformer-Based Approach for Smart Invocation of Automatic Code Completion Aral de Moor A. van Deursen M. Izadi VLM 28 5 0 23 May 2024
A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence Tom Sühr Samira Samadi Chiara Farronato HAI 18 1 0 22 May 2024
Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches Zhu-Tian Chen Zeyu Xiong Xiaoshuo Yao Elena Glassman 22 5 0 07 May 2024
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers Hussein Mozannar Valerie Chen Mohammed Alsobay Subhro Das Sebastian Zhao Dennis L. Wei Manish Nagireddy P. Sattigeri Ameet Talwalkar David Sontag ELM 30 18 0 03 Apr 2024
Ivie: Lightweight Anchored Explanations of Just-Generated Code Litao Yan Alyssa Hwang Zhiyuan Wu Andrew Head 19 20 0 04 Mar 2024
Take It, Leave It, or Fix It: Measuring Productivity and Trust in Human-AI Collaboration Crystal Qian James Wexler 25 8 0 28 Feb 2024
Prediction-Powered Ranking of Large Language Models Ivi Chatzi Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez ALM 16 5 0 27 Feb 2024
Rocks Coding, Not Development--A Human-Centric, Experimental Evaluation of LLM-Supported SE Tasks Wei Wang Huilong Ning Gaowei Zhang Libo Liu Yi Wang 12 11 0 08 Feb 2024
To Search or To Gen? Exploring the Synergy between Generative AI and Web Search in Programming Ryan Yen N. Sultanum Jian Zhao 11 8 0 01 Feb 2024
Reassessing Java Code Readability Models with a Human-Centered Approach Agnia Sergeyuk Olga Lvova Sergey Titov Anastasiia Serova Farid Bagirov Evgeniia Kirillova T. Bryksin 23 2 0 26 Jan 2024
In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review Agnia Sergeyuk Sergey Titov M. Izadi 18 6 0 19 Jan 2024
Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey Xinyu She Yue Liu Yanjie Zhao Yiling He Li Li C. Tantithamthavorn Zhan Qin Haoyu Wang ELM 12 13 0 27 Oct 2023
CoLadder: Supporting Programmers with Hierarchical Code Generation in Multi-Level Abstraction Ryan Yen Jiawen Zhu Sangho Suh Haijun Xia Jian Zhao 25 14 0 12 Oct 2023
How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging Qianou Ma Hua Shen Kenneth R. Koedinger Tongshuang Wu LLMAG ELM 19 5 0 08 Oct 2023
Trust in Generative AI among students: An Exploratory Study Matin Amoozadeh David Daniels Daye Nam Aayush Kumar Stella Chen Michael Hilton Sruti Srinivasa Ragavan Mohammad Amin Alipour 6 52 0 07 Oct 2023
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation Tung Phung Victor-Alexandru Pădurean Anjali Singh Christopher A. Brooks J. Cambronero Sumit Gulwani Adish Singla Gustavo Soares 15 19 0 05 Oct 2023
Can GPT-4 Replicate Empirical Software Engineering Research? Jenny T Liang Carmen Badea Christian Bird R. Deline Denae Ford Nicole Forsgren Thomas Zimmermann 51 8 0 03 Oct 2023
Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study Yujia Fu Peng Liang Amjed Tahir Zengyang Li Mojtaba Shahin Jiaxin Yu Jinfu Chen SILM 42 24 0 03 Oct 2023
How Novices Use LLM-Based Code Generators to Solve CS1 Coding Tasks in a Self-Paced Learning Environment Majeed Kazemitabaar Xinying Hou Austin Z. Henley B. Ericson David Weintrop Tovi Grossman AI4Ed 16 86 0 25 Sep 2023
Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts Tyler Angert Miroslav Suzara Jenny Han Christopher Pondoc Hariharan Subramonyam 19 42 0 07 Aug 2023
Evaluating ChatGPT and GPT-4 for Visual Programming Adish Singla 11 20 0 30 Jul 2023
Using an LLM to Help With Code Understanding Daye Nam A. Macvean Vincent J. Hellendoorn Bogdan Vasilescu Brad A. Myers ELM 14 221 0 17 Jul 2023
Copilot for Xcode: Exploring AI-Assisted Programming by Prompting Cloud-based Large Language Models C. Tan Shangxin Guo M. Wong Ching Nam Hang 9 10 0 08 Jul 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 17 77 0 04 Jul 2023
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors Tung Phung Victor-Alexandru Pădurean J. Cambronero Sumit Gulwani Tobias Kohn R. Majumdar Adish Singla Gustavo Soares ALM ELM 16 73 0 29 Jun 2023
RepoFusion: Training Code Models to Understand Your Repository Disha Shrivastava Denis Kocetkov H. D. Vries Dzmitry Bahdanau Torsten Scholak 78 26 0 19 Jun 2023