On the Design of AI-powered Code Assistants for Notebooks

26 January 2023

Chenglong Wang

Papers citing "On the Design of AI-powered Code Assistants for Notebooks"

43 / 43 papers shown

Title
Human-AI Experience in Integrated Development Environments: A Systematic Literature Review Agnia Sergeyuk Ilya Zakharov Ekaterina Koshchenko M. Izadi 58 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 60 1 0 25 Feb 2025
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way Chenglong Wang Bongshin Lee Steven Drucker Dan Marshall Jianfeng Gao 36 1 0 24 Feb 2025
Hookpad Aria: A Copilot for Songwriters Chris Donahue Shih-Lun Wu Yewon Kim Dave Carlton Ryan Miyakawa John Thickstun 47 1 0 12 Feb 2025
VTutor: An Open-Source SDK for Generative AI-Powered Animated Pedagogical Agents with Multi-Media Output Eason Chen Chengyu Lin Xinyi Tang Aprille J. Xi Canwen Wang Jionghao Lin Kenneth R. Koedinger 87 0 0 06 Feb 2025
The Design Space of in-IDE Human-AI Experience Agnia Sergeyuk Ekaterina Koshchenko Ilya Zakharov T. Bryksin M. Izadi 24 4 0 11 Oct 2024
Data Analysis in the Era of Generative AI J. Inala Chenglong Wang Steven Drucker Gonzalo Ramos Victor C. Dibia N. Riche Dave Brown Dan Marshall Jianfeng Gao 20 6 0 27 Sep 2024
Practically implementing an LLM-supported collaborative vulnerability remediation process: a team-based approach Xiaoqing Wang Yuanjing Tian Keman Huang Bin Liang 23 0 0 21 Sep 2024
WaitGPT: Monitoring and Steering Conversational LLM Agent in Data Analysis with On-the-Fly Code Visualization Liwenhan Xie Chengbo Zheng Haijun Xia Huamin Qu Zhu-Tian Chen LLMAG 23 10 0 03 Aug 2024
Mixing Linters with GUIs: A Color Palette Design Probe Andrew M. McNutt Maureen C. Stone Jeffrey Heer 19 0 0 31 Jul 2024
"It's like a rubber duck that talks back": Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study Ian Drosos Advait Sarkar X. Xu Carina Negreanu Sean Rintel Lev Tankelevitch 26 13 0 03 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 17 0 02 Jul 2024
IntelliExplain: Enhancing Interactive Code Generation through Natural Language Explanations for Non-Professional Programmers Hao Yan Thomas D. Latoza Ziyu Yao LRM 27 0 0 16 May 2024
Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis Jiajing Guo V. Mohanty Jorge Henrique Piazentin Ono Hongtao Hao Liang Gou Liu Ren 16 11 0 09 May 2024
BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks Ruijia Cheng Titus Barik Alan Leung Fred Hohman Jeffrey Nichols 16 3 0 10 Apr 2024
A Map of Exploring Human Interaction patterns with LLM: Insights into Collaboration and Creativity Jiayang Li Jiale Li 31 7 0 06 Apr 2024
InsightLens: Discovering and Exploring Insights from Conversational Contexts in Large-Language-Model-Powered Data Analysis Luoxuan Weng Xingbo Wang Junyu Lu Yingchaojie Feng Yihan Liu Wei Chen 42 5 0 02 Apr 2024
A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration Jie Ying Gao Simret Araya Gebreegziabher K. T. W. Choo T. Li S. Perrault Thomas W. Malone 20 29 0 30 Mar 2024
"I'm categorizing LLM as a productivity tool": Examining ethics of LLM use in HCI research practices Shivani Kapania Ruiyi Wang Toby Jia-Jun Li Tianshi Li Hong Shen 23 6 0 28 Mar 2024
Untangling Knots: Leveraging LLM for Error Resolution in Computational Notebooks Konstantin Grotov Sergey Titov Yaroslav Zharov T. Bryksin 19 0 0 26 Mar 2024
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement Zhijie Wang Yuheng Huang Da Song Lei Ma Tianyi Zhang DiffM 32 3 0 06 Mar 2024
Ironies of Generative AI: Understanding and mitigating productivity loss in human-AI interactions Auste Simkute Lev Tankelevitch Viktor Kewenig A. E. Scott Abigail Sellen Sean Rintel 22 20 0 17 Feb 2024
Learning Agent-based Modeling with LLM Companions: Experiences of Novices and Experts Using ChatGPT & NetLogo Chat John Chen Xi Lu Michael Rejtig Yuzhou Du Ruth Bagley Mike Horn Uri Wilensky 12 28 0 30 Jan 2024
In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review Agnia Sergeyuk Sergey Titov M. Izadi 26 6 0 19 Jan 2024
Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows Advait Sarkar Ian Drosos Rob Deline Andrew D. Gordon Carina Negreanu Sean Rintel Jack Williams Ben Zorn 38 5 0 27 Dec 2023
The Metacognitive Demands and Opportunities of Generative AI Lev Tankelevitch Viktor Kewenig Auste Simkute A. E. Scott Advait Sarkar Abigail Sellen Sean Rintel AI4CE 20 91 0 18 Dec 2023
The Transformative Influence of Large Language Models on Software Development Sajed Jalil 19 6 0 28 Nov 2023
Conversational Challenges in AI-Powered Data Science: Obstacles, Needs, and Design Opportunities Bhavya Chopra Ananya Singha Anna Fariha Sumit Gulwani Chris Parnin Ashish Tiwari Austin Z. Henley 17 12 0 24 Oct 2023
OpenAgents: An Open Platform for Language Agents in the Wild Tianbao Xie Fan Zhou Zhoujun Cheng Peng Shi Luoxuan Weng ... Yiheng Xu Hongjin Su Dongchan Shin Caiming Xiong Tao Yu LLMAG 11 87 0 16 Oct 2023
CoPrompt: Supporting Prompt Sharing and Referring in Collaborative Natural Language Programming Felicia Li Feng Ryan Yen Yuzhe You Mingming Fan Jian Zhao Zhicong Lu 21 6 0 13 Oct 2023
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ming Yin SyDa 65 65 0 11 Oct 2023
Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial Haoyi Xiong Jiang Bian Sijia Yang Xiaofei Zhang Linghe Kong Daqing Zhang LRM LLMAG 14 5 0 24 Sep 2023
How Do Analysts Understand and Verify AI-Assisted Data Analyses? Ken Gu Ruoxi Shang Tim Althoff Chenglong Wang Steven Drucker AAML 33 25 0 19 Sep 2023
"With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education Ishika Joshi Ritvik Budhiraja Pranav Deepak Tanna Lovenya Jain Mihika Deshpande Arjun Srivastava Srinivas Rallapalli Harshal D. Akolekar Jagat Sesh Challa Dhruv Kumar AI4Ed AI4CE 41 6 0 19 Sep 2023
How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study Ken Gu Madeleine Grunde-McLaughlin Andrew M. McNutt Jeffrey Heer Tim Althoff 16 12 0 18 Sep 2023
Shaping the Emerging Norms of Using Large Language Models in Social Computing Research Hong Shen Tianshi Li Toby Jia-Jun Li J. Park Diyi Yang 17 34 0 09 Jul 2023
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks Zijie J. Wang David Munechika Seongmin Lee Duen Horng Chau 18 2 0 04 May 2023
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling Haotian Li Yun Wang Q. V. Liao Huamin Qu 48 23 0 17 Apr 2023
A Large-Scale Survey on the Usability of AI Programming Assistants: Successes and Challenges Jenny T Liang Chenyang Yang Brad A. Myers 16 29 0 30 Mar 2023
A Study of Editor Features in a Creative Coding Classroom A. Mcnutt Anton Outkine Ravi Chugh 19 13 0 30 Jan 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
Integrated Visualization Editing via Parameterized Declarative Templates A. Mcnutt Ravi Chugh 22 35 0 19 Jan 2021