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Statistical Dialog Systems

  • L1: Introduction to Spoken Dialogue Systems
  • L2:  Semantic Decoding; Additional material
  • L3:  and L4: Belief Tracking
  • L5:  and L6: Dialogue Policy Optimisation (together with Pei-Hao Su)
  • L7: Natural Language Generation (together with Tsung-Hsien Wen)
  • L8: Current Research Topics

Further Reading:

  1. Poesio and Traum, Towards an Axiomatization of Dialogue Acts, TWLT, 1998 PDF
  2. Walker et al, PARADISE: A Framework for Evaluating Spoken Dialogue Agents, ACL, 1997 PDF
  3. Levin at al, A Stochastic Model of Human-Machine Interaction for Learning Dialog Strategies, IEEE TSAP, 1998 PDF
  4. Meng et al, To believe is to understand, 1999
  5. Roy et al, Spoken Dialog Management Using Probabilistic Reasoning, ACL, 2000 PDF
  6. Raux et al, Let's Go Public! Taking a Spoken Dialog System to the Real World, INTERSPEECH, 2005 PDF
  7. Stent et al, Evaluating Evaluation Methods for Generation in the Presence of Variation, CICLing, 2005 PDF
  8. Williams and Young, Partially Observable Markov Decision Processes for Spoken Dialog Systems, in Computer Speech and Language, 2007 PDF
  9. Bohus and Horvitz, Learning to Predict Engagement with a Spoken Dialog System in Open-World Settings, SIGDIAL, 2009 PDF
  10. Skantze and Schlangen, Incremental Dialogue Processing in a Micro-Domain, EACL, 2009 PDF

 

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