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English text classification with pytorch, including TextCNN, FastText, DPCNN, TextRNN and Transformer.

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Text-Classification-Pytorch

任务介绍

英文文本二分类,给一段文本,判断其中是否包含climate change misinformation, 包含为正例,否则为反例。climate change misinformation是指文本中包含一些对气候变化的不实信息,需要注意的是非气候相关以及气候相关但不包含misinformation的都为负样本。

实验环境

python>=3.6
pytorch>=1.0
tqdm
sklearn
tensorboardX

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English text classification with pytorch, including TextCNN, FastText, DPCNN, TextRNN and Transformer.

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