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• 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
• Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning
  2017
• Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems
  2018
• Addressing Objects and Their Relations: The Conversational Entity Dialogue Model
  2019
• Improving Interaction Quality Estimation with BiLSTMs and the Impact on Dialogue Policy Learning
  2020
• ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation
  2022
• Unified Conversational Models with System-Initiated Transitions between Chit-Chat and Task-Oriented Dialogues
  2023