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• Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
  2016
• A Network-based End-to-End Trainable Task-oriented Dialogue System
  2016
• Continuously Learning Neural Dialogue Management
  2016
• Conditional Generation and Snapshot Learning in Neural Dialogue Systems
  2016
• Dialogue manager domain adaptation using Gaussian process reinforcement learning
  2016
• Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
  2016
• Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems
  2018
• Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems
  2018
• AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning
  2019
• Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges
  2022