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cs.SE2025
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…
cs.SE2025
Knowledge-Guided Multi-Agent Framework for Application-Level Software Code Generation
Qian Xiong, Bo Yang, Weisong Sun +4
Automated code generation driven by Large Lan- guage Models (LLMs) has enhanced development efficiency, yet generating complex application-level software code remains challenging.…