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A Framework for Simulating and Evaluating Artificial Chatter Bot Conversations

机译:模拟和评估人工喋喋不休的框架的框架

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Chatter bots are computer programs that can simulate a conversation through text chat. Current chatter bots perform well in artificial conversations consisting of pairs of utterance exchanges like a question-answer session where the context switches with every pair. But they perform poorly in longer conversations where the context is maintained across several utterance exchanges. Existing approaches to artificial conversation generation focus on linguistic and grammatical modeling to generate individual sentence-level utterances. We present a framework that enables longer and more meaningful conversations by combining concepts of content representation and conversation semantics. We also present a metric for evaluating the conversations based on Grice's maxims, that form the central idea in the theory of pragmatics.
机译:Chatter Bots是通过文本聊天模拟对话的计算机程序。当前的Chatter Bots在人工对话中表现良好,这些对话包括像问题答案会话的对话交换,其中上下文与每对交换。但它们在较长的谈话中表现得不好,在那里在几个话语交流中保持上下文。人工对话一代的现有方法侧重于语言和语法建模,以产生单个句子级话语。我们介绍了一个框架,通过组合内容表示和对话语义的概念来实现更长且更有意义的对话。我们还提供了一种评估基于Grice的格言的对话的指标,这在语用理论中形成了中心思想。

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