Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

2 July 2024

Papers citing "Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition"

7 / 7 papers shown

Title
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 38 1 0 22 Apr 2025
"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation Zijian Ding Michelle Brachman Joel Chan Werner Geyer 51 0 0 21 Mar 2025
Cocoa: Co-Planning and Co-Execution with AI Agents K. J. Kevin Feng Kevin Pu Matt Latzke Tal August Pao Siangliulue Jonathan Bragg Daniel S. Weld Amy X. Zhang Joseph Chee Chang LM&Ro LLMAG 97 4 0 14 Dec 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 37 13 0 03 Jul 2024
How Do Analysts Understand and Verify AI-Assisted Data Analyses? Ken Gu Ruoxi Shang Tim Althoff Chenglong Wang Steven Drucker AAML 46 25 0 19 Sep 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik R. Narasimhan Yuan Cao LLMAG ReLM LRM 273 2,510 0 06 Oct 2022
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 167 212 0 30 Jun 2022