preprocess_pubmedqa.py 383 Bytes
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def doc_to_text(doc):
    ctxs = "\n".join(doc["context"]["contexts"])
    return "Abstract: {}\nQuestion: {}\nAnswer:".format(
        ctxs, doc["question"], doc["final_decision"]
    )

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def doc_to_target(doc):
    return " {}".format(doc["final_decision"])

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def gold_alias(doc):
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    dict_to_label = {"yes": 0, "no": 1, "maybe": 2}
    return dict_to_label[doc["final_decision"]]