70 research outputs found

    F-score with the variation of hyperparameter <i>γ</i>.

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    F-score with the variation of hyperparameter γ.</p

    NLPCC-ICCPOL-2016 stance dataset.

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    NLPCC-ICCPOL-2016 stance dataset.</p

    The EDA result of Climate Change is Concern.

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    The EDA result of Climate Change is Concern.</p

    The transformer structure used in PLM.

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    The transformer structure used in PLM.</p

    The SemEval-2016 stance dataset.

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    The SemEval-2016 stance dataset.</p

    The structure of BERTtoCNN model.

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    The structure of BERTtoCNN model.</p

    Classic knowledge distillation approach.

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    Classic knowledge distillation approach.</p

    The comparison of EDA data and original data on the model.

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    Within, we set n_aug = 1 represents the result of the original data without EDA on the model.</p

    Text-CNN as the student model.

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    Text-CNN as the student model.</p

    The performance of BERTtoCNN compared with the baseline methods.

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    The performance of BERTtoCNN compared with the baseline methods.</p
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