Kai Yu (Shanghai Jiao Tong University) – Structured Deep Learning for Dialogue Management from ieee database Watch Video

⏲ Duration: 34 min 23 sec
✓ 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