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We evaluate the described procedures of knowledge collection, facts classification, information preprocessing, and facts representation in our chosen Key scientific tests on LLM4SE.The lack of interpretability and trustworthiness can lead to uncertainty and hesitation amid developers, who might be hesitant to rely on LLM-created code without having