Hallucination Detection for LLM-based Text-to-SQL Generation via Two-Stage Metamorphic Testing

Bo Yang, Yinfen Xia, Weisong Sun +1

In Text-to-SQL generation, large language models (LLMs) have shown strong generalization and adaptability. However, LLMs sometimes generate hallucinations, i.e.,unrealistic or illo…