Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work

5 April 2023

Papers citing "Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work"

7 / 7 papers shown

Title
The HaLLMark Effect: Supporting Provenance and Transparent Use of Large Language Models in Writing with Interactive Visualization Md. Naimul Hoque Tasfia Mashiat Bhavya Ghai Cecilia Shelton Fanny Chevalier Kari Kraus Niklas Elmqvist 23 17 0 21 Nov 2023
Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study D. Lee V. Setlur Melanie Tory Karrie Karahalios Aditya G. Parameswaran 27 20 0 14 Feb 2021
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows Doris Xin Eva Yiwei Wu D. Lee Niloufar Salehi Aditya G. Parameswaran 53 91 0 13 Jan 2021
AutoML to Date and Beyond: Challenges and Opportunities Shubhra (Santu) Karmaker Md. Mahadi Hassan Micah J. Smith Lei Xu Chengxiang Zhai K. Veeramachaneni 76 225 0 21 Oct 2020
RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning S. Alletto Shenyang Huang Vincent François-Lavet Yohei Nakata Guillaume Rabusseau 41 4 0 02 Mar 2020
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI Dakuo Wang Justin D. Weisz Michael J. Muller Parikshit Ram Werner Geyer Casey Dugan Y. Tausczik Horst Samulowitz Alexander G. Gray 178 308 0 05 Sep 2019
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016