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Creating a general collaborative dialogue agent with lounge strategy feature

机译:创建具有休息室策略功能的常规协作对话代理

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摘要

In this paper, we focus on an agent-based architecture for task-oriented dialogue management. We present our deliberation process based on optimizing the length of a dialogue in terms of its turns needed to accomplish a task. As innovative features, the manager accommodates a "lounge strategy" for passing initiative back to the user, and a two-layered structure for dialogue context representation. We show that applying the lounge strategy during a dialogue leads to improving the information exchange rate by approximately 5% compared to "common" dialogue strategies alternative. Furthermore, we present two of our dialogues and analyze them with respect to the agent description. At the end of the paper, we suggest future extensions and modifications to the architecture, and conclude.
机译:在本文中,我们专注于面向任务的对话管理的基于代理的体系结构。我们根据完成任务所需的轮流时间来优化对话的时间,提出了我们的审议过程。作为创新功能,管理器包含用于将主动权传递回用户的“休息室策略”,以及用于对话上下文表示的两层结构。我们显示,与“常见”对话策略替代方案相比,在对话期间应用休息室策略可导致信息交换率提高约5%。此外,我们介绍了我们的两个对话,并针对代理描述进行了分析。在本文的结尾,我们建议对体系结构进行将来的扩展和修改,并得出结论。

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