Bridging Natural Language and Interactive What-If Interfaces via LLM-Generated Declarative Specification

Sneha Gathani, Sirui Zeng, Diya Patel +5

What-if analysis (WIA) is an iterative, multi-step process where users explore and compare hypothetical scenarios by adjusting parameters, applying constraints, and scoping data th…