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METHOD FOR TRAINING READING COMPREHENSION MODEL, AND METHOD FOR READING COMPREHENSION PROCESSING

机译:培养阅读理解模型的方法,以及阅读理解处理的方法

摘要

The present disclosure discloses a method for training a reading comprehension model. The method includes: respectively inputting a first training sample of the reference field into a reference reading comprehension model of a reference field and a target reading comprehension model of a target field, to obtain first output data output by the reference reading comprehension model and second output data output by the target reading comprehension model; and performing a first training process on the target reading comprehension model based on a difference between the first output data and the second output data. Thus, the target reading comprehension model may learn knowledge of the reference field, avoiding a process that the target reading comprehension model learns the knowledge of the reference field from the first training sample. The model training is efficient, with a training result better than that obtained based on the training sample in the reference field.
机译:本公开公开了一种训练阅读理解模型的方法。 该方法包括:分别将参考字段的第一训练样本输入参考字段的参考读取理解模型和目标字段的目标读取理解模型,以通过参考读取理解模型和第二输出获得第一输出数据 目标阅读理解模型的数据输出; 基于第一输出数据和第二输出数据之间的差异对目标读取理解模型执行第一训练过程。 因此,目标读取理解模型可以学习对参考字段的知识,避免目标读取理解模型从第一训练样本中了解参考字段的知识的过程。 模型培训高效,培训结果比基于参考字段中的训练样本所获得的训练结果更好。

著录项

  • 公开/公告号EP3920098A4

    专利类型

  • 公开/公告日2021-12-08

    原文格式PDF

  • 申请/专利号EP20200216677

  • 发明设计人 LIU KAI;

    申请日2020-12-22

  • 分类号G06N3/04;G06F40/30;G06N3/08;

  • 国家 EP

  • 入库时间 2022-08-24 22:41:02

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