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Technology for chat bot translation

机译:聊天机器人翻译技术

摘要

For a chat bot, first intent data is provided, including a first instance of sample utterances in a first natural language and intents corresponding to the respective sample utterances. The sample utterances are translated by a computer system to a second natural language as a second instance of the sample utterances. The sample utterances of the second instance are translated by a computer system back to the first natural language as a third instance of the sample utterances. Second intent data is provided including the third instance of the sample utterances and the corresponding intents. An intent classifier of the chat bot is trained to identify respective intents of real time utterances, wherein the identifying is responsive to the intent classifier receiving the real time utterances from a user when the chat bot is in an operating mode and the training includes training the intent classifier on the first and second intent data.
机译:对于聊天机器人,提供了第一意图数据,包括以第一自然语言和对应于各个样本话语的第一种自然语言和意图的第一个样本话题的第一个例子。 样本话语由计算机系统翻译成第二自然语言作为示例话语的第二个例子。 第二实例的样本话语由计算机系统翻译回第一个自然语言作为样本话语的第三个实例。 提供了第二型目的数据,包括示例性话语的第三实例和相应的意图。 训练聊天机BOT的意图分类以识别实时发声的各个意图,其中当聊天机BOT处于操作模式时,识别函数响应于从用户接收来自用户的实时话语的意图分类器,并且培训包括训练 第一个和第二型目的数据上的意图分类器。

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