Стабильность обучения

metric ID: trainingstability

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Adversarial Text Generation via Sequence Contrast Discrimination

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Publication: TIPSTER (2020)

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AbstractIn this paper, we propose a sequence contrast loss driven text generation framework, which learns the difference between real texts and generated texts and uses that difference. Specifically, our discriminator …...

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Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping

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AbstractFine-tuning over large pretrained language models (PLMs) has established many state-of-the-art results. Despite its superior performance, such fine-tuning can be unstable, resulting in significant variance in performance and potential risks …...

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