DuReaderrobust: A Chinese Dataset Towards Evaluating the Robustness of Machine Reading Comprehension Models

Tang Hongxuan
Tang Hongxuan
Liu Jing
Liu Jing
Li Hongyu
Li Hongyu
Hong Yu
Hong Yu
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Abstract:

Machine Reading Comprehension (MRC) is a crucial and challenging task in natural language processing. Although several MRC models obtains human parity performance on several datasets, we find that these models are still far from robust. To comprehensively evaluate the robustness of MRC models, we create a Chinese dataset, namely DuReade...More

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