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Language understanding (LU) and dialogue policy learning are two essential components in conversational systems.
Bidirectional recurrent neural networks
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Earlier work this paper cites.
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Earlier work this paper cites.
Easy contextual intent prediction and slot detection
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
Contextual domain classification in spoken language understanding systems using recurrent neural network
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Earlier work this paper cites.
Leveraging behavioral patterns of mobile applications for personalized spoken language understanding
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Contextual spoken language understanding using recurrent neural networks
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Memory networks
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Syntax or semantics? knowledge-guided joint semantic frame parsing
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Multi-domain joint semantic frame parsing using bi-directional rnn-lstm
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The fourth dialog state tracking challenge
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Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Qing Ling, and Thomas S Huang. 2016 · 2016
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Learning end-to-end goal-oriented dialog
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Dynamic time-aware attention to speaker roles and contexts for spoken language understanding
Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, and Yun-Nung Chen. 2017 · 2017
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Xuijun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, and Asli Celikyilmaz. 2017 · 2017
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A network-based end-to-end trainable task-oriented dialogue system
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina M Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, and Steve Young. 2017 · 2017
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End-to-end joint learning of natural language understanding and dialogue manager
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An intelligent assistant for high-level task understanding
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Knowledge as a teacher: Knowledge-guided structural attention networks
Yun-Nung Chen, Dilek Hakkani-Tur, Gokhan Tur, Asli Celikyilmaz, Jianfeng Gao, and Li Deng. 2016b
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End-to-end memory networks with knowledge carryover for multi-turn spoken language understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Jianfeng Gao, and Li Deng. 2016c
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Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul Crook, Xiujun Li, Jianfeng Gao, and Li Deng. 2017 · 2017
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