AAI_2025_Capstone_Chronicles_Combined

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Here is the list of labels for analysis and simplification: {labels}.

Provide your full list of merged labels as your response. Labels MUST be clear, succinct, and no longer than four words. Labels MUST NOT have any form of additional parenthetical explanation or examples appended to them. The size of your returned list of labels MUST be smaller than the list you were provided, and you must not return fewer than {target_label_count} labels. You will be given a list of classification labels and a conversation transcript between a student and an AI math tutor. Your task is to assign one of the classification labels to the conversation. You must assign one of the provided labels; if there isn’t an exact match, you must choose the closest match. LLM-as-Classifier: Classification

{labels}

{conversation}

Return only the label name.

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