Jaehoon Kim

LAPS: Automating Hypothesis-Driven Statistical Analysis of Public Survey Using Large Language Models

Public surveys are indispensable resources for understanding social dynamics, yet their analysis often imposes a high cognitive load due to structural complexity. In this paper, we present LAPS, a Large Language Model (LLM)-assisted automated framework that supports end-to-end, hypothesis-driven statistical analysis o…