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Stefan Ultes

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Papers (17)

  1. Enabling Dialogue Management with Dynamically Created Dialogue Actions cs.HC · 2019 · author #4
  2. Addressing Objects and Their Relations: The Conversational Entity Dialogue Model cs.CL · 2019 · author #1
  3. Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems cs.CL · 2018 · author #6
  4. Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy cs.CL · 2018 · author #6
  5. Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems cs.CL · 2018 · author #2
  6. Feudal Reinforcement Learning for Dialogue Management in Large Domains cs.CL · 2018 · author #4
  7. A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management stat.ML · 2017 · author #6
  8. Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning cs.CL · 2017 · author #1
  9. Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management cs.CL · 2017 · author #3
  10. Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning cs.CL · 2017 · author #2
  11. Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding cs.AI · 2016 · author #5
  12. Dialogue manager domain adaptation using Gaussian process reinforcement learning cs.CL · 2016 · author #5
  13. Conditional Generation and Snapshot Learning in Neural Dialogue Systems cs.CL · 2016 · author #6
  14. Continuously Learning Neural Dialogue Management cs.CL · 2016 · author #5
  15. On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems cs.CL · 2016 · author #5
  16. A Network-based End-to-End Trainable Task-oriented Dialogue System cs.CL · 2016 · author #7
  17. Analysis of Temporal Features for Interaction Quality Estimation cs.HC · 2016 · author #1

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