How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study

How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study

18 September 2023

Madeleine Grunde-McLaughlin

Andrew M. McNutt

Jeffrey Heer

Papers citing "How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study"

10 / 10 papers shown

Title
"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation Zijian Ding Michelle Brachman Joel Chan Werner Geyer 42 0 0 21 Mar 2025
Large Language Models as Co-Pilots for Causal Inference in Medical Studies Ahmed Alaa Rachael V. Phillips Emre Kiciman Laura B. Balzer Mark van der Laan Maya L Petersen CML ELM LM&MA 28 0 0 26 Jul 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
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 203 2,232 0 22 Mar 2023
Code Code Evolution: Understanding How People Change Data Science Notebooks Over Time Deepthi Raghunandan Aayushi Roy Shenzhi Shi Niklas Elmqvist Leilani Battle SyDa 23 17 0 06 Sep 2022
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
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 301 11,730 0 04 Mar 2022
Training and Evaluating a Jupyter Notebook Data Science Assistant Shubham Chandel Colin B. Clement Guillermo Serrato Neel Sundaresan 38 43 0 30 Jan 2022