Natural language processing

Apparatuses and techniques for learning personalized responses to declarative natural language inputs are generally described. In various examples, a first natural language input may be received. The first natural language input may correspond to intent data corresponding to the declarative user input. In some examples, a dialog session may be initiated with a first user. An action of the first user intent for the first natural language input may be determined based at least in part on the dialog session. In various examples, first data representing the action may be stored in association with second data representing a state described by at least a portion of the first natural language input. 总体上描述了用于学习对陈述性自然语言输入的个性化响应的装置和技术。在各种示例中，可以接收第一自然语言输入。第一自然语言输入可以对应于与陈述性用户输入相对应的意图数据。在一些示例中，可以发起与第一用户的对话会话。可以至少部分地基于对话会话来确定第一用户意图用于第一自然语言输入的动作。在各种示例中，表示所述动作的第一数据可以与表示由第一自然语言输入的至少一部分描述的状态的第二数据相关联地存储。