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"

17 / 17 papers shown

Title
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 98 3 0 25 Feb 2025
Contextual Augmented Multi-Model Programming (CAMP): A Hybrid Local-Cloud Copilot Framework Yuchen Wang Shangxin Guo C. Tan 51 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 53 1 0 18 Oct 2024
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming Hussein Mozannar Gagan Bansal Adam Fourney Eric Horvitz 64 27 0 08 Jun 2023
Learning Personalized Decision Support Policies Umang Bhatt Valerie Chen Katherine M. Collins Parameswaran Kamalaruban Emma Kallina Adrian Weller Ameet Talwalkar OffRL 118 10 0 13 Apr 2023
Out of the BLEU: how should we assess quality of the Code Generation models? Mikhail Evtikhiev Egor Bogomolov Yaroslav Sokolov T. Bryksin ALM 58 91 0 05 Aug 2022
GitHub Copilot AI pair programmer: Asset or Liability? Arghavan Moradi Dakhel Vahid Majdinasab Amin Nikanjam Foutse Khomh Michel C. Desmarais Zhen Ming Z. Jiang 62 339 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 139 178 0 13 May 2022
Is GitHub's Copilot as Bad as Humans at Introducing Vulnerabilities in Code? Owura Asare M. Nagappan Nirmal Asokan 46 105 0 10 Apr 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 50 1,352 0 08 Feb 2022
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions Hammond Pearce Baleegh Ahmad Benjamin Tan Brendan Dolan-Gavitt Ramesh Karri SILM 59 409 0 20 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 155 5,328 0 07 Jul 2021
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 229 657 0 20 May 2021
Perfection Not Required? Human-AI Partnerships in Code Translation Justin D. Weisz Michael J. Muller Stephanie Houde John T. Richards Steven I. Ross Fernando Martinez Mayank Agarwal Kartik Talamadupula 42 127 0 08 Apr 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 500 41,106 0 28 May 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 132 2,588 0 19 Feb 2020
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 451 129,831 0 12 Jun 2017