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

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

25 October 2022

Hussein Mozannar

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

16 / 66 papers shown

Title
Validating AI-Generated Code with Live Programming Kasra Ferdowsi Ruanqianqian Huang M. James Nadia Polikarpova Sorin Lerner 14 13 0 15 Jun 2023
Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming Qianou Ma Tongshuang Wu Kenneth R. Koedinger 6 32 0 08 Jun 2023
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming Hussein Mozannar Gagan Bansal Adam Fourney Eric Horvitz 27 26 0 08 Jun 2023
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code Hannah McLean Babe S. Nguyen Yangtian Zi Arjun Guha Molly Q. Feldman Carolyn Jane Anderson ALM LRM 29 35 0 07 Jun 2023
Seeing Seeds Beyond Weeds: Green Teaming Generative AI for Beneficial Uses Logan Stapleton Jordan Taylor Sarah E Fox Tongshuang Wu Haiyi Zhu 15 13 0 30 May 2023
ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers Kexun Zhang Danqing Wang Jingtao Xia William Yang Wang Lei Li 17 39 0 24 May 2023
Investigating and Designing for Trust in AI-powered Code Generation Tools Ruotong Wang Ruijia Cheng Denae Ford Thomas Zimmermann 17 16 0 18 May 2023
Learning Personalized Decision Support Policies Umang Bhatt Valerie Chen Katherine M. Collins Parameswaran Kamalaruban Emma Kallina Adrian Weller Ameet Talwalkar OffRL 37 10 0 13 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 14 36 0 04 Apr 2023
A Large-Scale Survey on the Usability of AI Programming Assistants: Successes and Challenges Jenny T Liang Chenyang Yang Brad A. Myers 14 29 0 30 Mar 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 8 749 0 20 Mar 2023
R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents Daniel D. Johnson Daniel Tarlow Christian J. Walder 13 4 0 01 Mar 2023
Generation Probabilities Are Not Enough: Exploring the Effectiveness of Uncertainty Highlighting in AI-Powered Code Completions Helena Vasconcelos Gagan Bansal Adam Fourney Q. V. Liao Jennifer Wortman Vaughan 22 4 0 14 Feb 2023
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 136 212 0 30 Jun 2022
Productivity Assessment of Neural Code Completion Albert Ziegler Eirini Kalliamvakou Shawn Simister Ganesh Sittampalam Alice Li Andrew Rice Devon Rifkin E. Aftandilian 102 176 0 13 May 2022
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 189 614 0 20 May 2021