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28 lines
631 B
Python
28 lines
631 B
Python
import re
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from datasets import load_dataset
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from opencompass.registry import LOAD_DATASET, TEXT_POSTPROCESSORS
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from .base import BaseDataset
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@LOAD_DATASET.register_module()
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class TheoremQADataset(BaseDataset):
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@staticmethod
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def load(path: str):
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return load_dataset('csv', data_files={'test': path})
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@TEXT_POSTPROCESSORS.register_module('TheoremQA')
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def TheoremQA_postprocess(text: str) -> str:
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text = text.strip().split('\n')[0].strip()
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matches = re.findall(r'answer is (.*)', text)
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if len(matches) == 0:
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return text
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else:
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text = matches[0].strip()[:-1]
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return text
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