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Robust Machine Reading Comprehension by Learning Soft labels

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Publication: TIPSTER (2020)

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AbstractNeural models have achieved great success on the task of machine reading comprehension (MRC), which are typically trained on hard labels. We argue that hard labels limit the model capability …...

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AbstractThis paper introduces a model for incomplete utterance restoration (IUR) called JET (Joint learning token Extraction and Text generation). Different from prior studies that only work on extraction or abstraction …...

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