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METHOD AND APPARATUS FOR TRAINING MACHINE READING COMPREHENSION MODEL, AND STORAGE MEDIUM

机译:用于训练机器阅读理解模型的方法和装置和存储介质

摘要

Embodiments of the present disclosure provide a method and an apparatus for training a machine reading comprehension model, and a storage medium. The method includes: training an initial model to generate an intermediate model based on sample data; extracting samples to be processed from the sample data according to a first preset rule; generating a noise text according to a preset noise generation method; adding the noise text to each of the samples to be processed respectively to generate noise samples; and performing correction training on the intermediate model based on the noise samples to generate the machine reading comprehension model.
机译:本公开的实施例提供了一种用于训练机器读取理解模型和存储介质的方法和装置。该方法包括:训练初始模型以基于样本数据生成中间模型;提取根据第一预设规则从样本数据处理的样本;根据预设噪声生成方法生成噪声文本;将噪声文本添加到要处理的每个样本中以产生噪声样本;基于噪声样本来生成机器读取理解模型的中间模型对中间模型进行校正训练。

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