From Tables to Quantified Statements: Evaluating LLM Inference Generation through Executable Verification

Mai Mohamed Eida, Gunjan Anand, Ayush Singh +1

LLMs can generate fluent descriptions from tables, but their outputs may remain logically unsupported by the structured data. We introduce STAT-TO-TEXT, a controlled task in which…