Evaluating LLM Alignment for Text-to-SQL Tasks via Dataset Alignment

Dataset alignment—how similar training SQL features are to test queries—predicts gains. High alignment boosted accuracy; low alignment gave marginal gains (6 Oct 2025). Read more: getnews.me/evaluating-llm-alignment... #datasetalignment #nl2sql