4 citations · 6 across the 4 of their papers we have counts for
4 papers
Bridging Natural Language and Interactive What-If Interfaces via LLM-Generated Declarative Specifications
Sneha Gathani, Sirui Zeng, Diya Patel +5
What-if analysis (WIA) lets users explore hypothetical scenarios by adjusting parameters, applying constraints, and scoping data through interactive interfaces. Current tools fall…
Mimetic Alignment with ASPECT: Evaluation of AI-inferred Personal Profiles
Ruoxi Shang, Dan Marshall, Edward Cutrell +1
AI agents that communicate on behalf of individuals need to capture how each person actually communicates, yet current approaches either require costly per-person fine-tuning, prod…
Data Analysis in the Era of Generative AI
Jeevana Priya Inala, Chenglong Wang, Steven Drucker +6
This paper explores the potential of AI-powered tools to reshape data analysis, focusing on design considerations and challenges. We explore how the emergence of large language and…
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker +2
Data analysts often need to iterate between data transformations and chart designs to create rich visualizations for exploratory data analysis. Although many AI-powered systems hav…