_kai-yu-shanghai-jiao-tong-university-structured-deep-learning-for-dialogue-management.jpg "Kai Yu (Shanghai Jiao Tong University) – Structured Deep Learning for Dialogue Management from ieee database Video Screenshot Preview")
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⏲ Duration: 34 min 23 sec
✓ Published: 11-Jun-2018
✓ Published: 11-Jun-2018
Description:
In this talk, I will first introduce the works on structured deep learning for speech and language processing at the SpeechLab of Shanghai Jiao Tong University. Then, I will focus on a recent work on structured deep reinforcement learning. When dialogue domain changes dynamically, e.g. a new previously unseen concept (or slot) which can be then used as a database search constraint is added, or the policy for one domain is transferred to another domain, the dialogue state space and action sets bo
In this talk, I will first introduce the works on structured deep learning for speech and language processing at the SpeechLab of Shanghai Jiao Tong University. Then, I will focus on a recent work on structured deep reinforcement learning. When dialogue domain changes dynamically, e.g. a new previously unseen concept (or slot) which can be then used as a database search constraint is added, or the policy for one domain is transferred to another domain, the dialogue state space and action sets bo
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