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SYSTEMS AND METHODS FOR ADAPTIVE TRAINING OF A MACHINE LEARNING SYSTEM PROCESSING TEXTUAL DATA

机译:用于处理文本数据的机器学习系统的自适应训练的系统和方法

摘要

System and method for adaptive training of a machine learning system processing textual data. For example, a method for adaptive training of a machine learning system configured to predict answers to questions associated with textual data includes receiving predicted answers to questions associated with textual data. The predicted answers are generated based on one or more first models of a machine learning system. The one or more first models are associated with a first accuracy score. The method further includes determining based on a quality control parameter whether an evaluation of the questions by one or more external entities is required. In response to determining based on the quality control parameter that an evaluation of the questions by one or more external entities is required, the questions associated with the textual data and the textual data are sent to the one or more external entities for evaluation.
机译:用于自适应训练处理文本数据的机器学习系统的系统和方法。例如,一种用于机器学习系统的自适应训练的方法,该方法被配置为预测与文本数据相关联的问题的答案的方法包括接收对与文本数据相关联的问题的预测的答案。基于机器学习系统的一个或多个第一模型来生成预测答案。一个或多个第一模型与第一准确性得分相关联。该方法还包括基于质量控制参数确定是否需要通过一个或多个外部实体对问题进行评估。响应于基于质量控制参数确定需要一个或多个外部实体对问题的评估,与文本数据和文本数据相关联的问题被发送到一个或多个外部实体以进行评估。

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