Human-Robot Interaction Requires More Than Slot Filling - Multi-Threaded Dialogue for Collaborative Tasks and Social Conversation
Human-Robot Interaction Requires More Than Slot Filling - Multi-Threaded Dialogue for Collaborative Tasks and Social Conversation
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人机交互需要的不仅仅是槽位填充 - 用于协作任务和社交对话的多线程对话
DOI：
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发表时间：
2018
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影响因子：
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通讯作者：
Oliver Lemon
中科院分区：
文献类型：
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作者：
Ioannis V. Papaioannou;C. Dondrup;Oliver Lemon
在过去的十年或更长的时间里，口语对话系统（SDS）的工作在很大程度上被“插槽填充”应用程序所主导，其中信息收集任务，如餐馆搜索和机票预订一直是研究的主要焦点。一类重要的对话，关于计划和执行任务，相应地多少被忽视了。然而，当我们考虑人机交互（HRI）时，规划和执行对话变得非常重要，就像执行“社交”开放域对话的能力一样。本文描述了一种支持复杂多线程任务规划和执行对话的新架构，该架构与开放域聊天机器人的“社交”对话交织在一起。
—Work on spoken dialogue systems (SDS) has largely been dominated by “slot filling” applications for the past decade or more, where information-gathering tasks such as restaurant search and flight booking have been the main focus of research. An important class of dialogues, about planning and executing tasks, has correspondingly been somewhat neglected. However, planning and execution dialogues become very important when we consider Human-Robot Interaction (HRI), as does the ability to carry out “social” open-domain conversation. This paper describes a new architecture that supports complex multi-threaded task planning and execution dialogues, interleaved with “social” dialogue with an open-domain chatbot.