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Computer-implemented systems and methods for a crowd source-bootstrapped spoken dialog system

机译:人群源引导的口语对话系统的计算机实现的系统和方法

摘要

Systems and methods are provided for implementing an educational dialog system. An initial task model is accessed that identifies a plurality of dialog states associated with a task, a language model configured to identify a response meaning associated with a received response, and a language understanding model configured to select a next dialog state based on the identified response meaning. The task is provided to a plurality of persons for training. The task model is updated by revising the language model and the language understanding model based on responses received to prompts of the provided task, and the updated task is provided to a student for development of speaking capabilities.
机译:提供了用于实现教育对话系统的系统和方法。访问初始任务模型,该初始任务模型标识与任务相关联的多个对话状态;语言模型,被配置为标识与所接收的响应相关联的响应含义;以及语言理解模型,其被配置为基于所标识的响应选择下一个对话状态含义。该任务被提供给多个人进行训练。通过基于接收到的对所提供任务的提示的响应来修改语言模型和语言理解模型来更新任务模型,并将更新后的任务提供给学生以发展口语能力。

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