Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs
Abstract. This paper evaluates whether large language models can faithfully turn Text-to-SQL outputs into natural-language descriptions. It proposes a framework for judging the quality of such narrations over tabular results.