In this part, we introduce examples of the query schemes used in this study.
For each question pair (question-answer) in the dataset, we would first select a question head for each question, based on the type of code task.
Then, for zero-shot query scheme, we will use the question as the question body and send the query.
For the in-context query scheme, we provided several question-answer examples as context, and then queried the LLM.
For Zero-shot CoT, we will add a CoT prompt to ask the LLM to state the rationales behind it.