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A Deep Reinforcement Learning Chatbot (Short Version)

Jan 20, 2018
Iulian V. Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Rajeswar, Alexandre de Brebisson, Jose M. R. Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio

* 9 pages, 1 figure, 2 tables; presented at NIPS 2017, Conversational AI: "Today's Practice and Tomorrow's Potential" Workshop 

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Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses

Jan 16, 2018
Ryan Lowe, Michael Noseworthy, Iulian V. Serban, Nicolas Angelard-Gontier, Yoshua Bengio, Joelle Pineau

* Proceedings of the 55th annual meeting on Association for Computational Linguistics (2017), pp. 1116-1126 
* ACL 2017 

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A Deep Reinforcement Learning Chatbot

Nov 05, 2017
Iulian V. Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Rajeshwar, Alexandre de Brebisson, Jose M. R. Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio

* 40 pages, 9 figures, 11 tables 

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Piecewise Latent Variables for Neural Variational Text Processing

Sep 23, 2017
Iulian V. Serban, Alexander G. Ororbia II, Joelle Pineau, Aaron Courville

* 19 pages, 2 figures, 8 tables; EMNLP 2017 

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How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation

Jan 03, 2017
Chia-Wei Liu, Ryan Lowe, Iulian V. Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau

* First 4 authors had equal contribution. 13 pages, 5 tables, 6 figures. EMNLP 2016 

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On the Evaluation of Dialogue Systems with Next Utterance Classification

Jul 23, 2016
Ryan Lowe, Iulian V. Serban, Mike Noseworthy, Laurent Charlin, Joelle Pineau

* Accepted to SIGDIAL 2016 (short paper). 5 pages 

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Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

Apr 06, 2016
Iulian V. Serban, Alessandro Sordoni, Yoshua Bengio, Aaron Courville, Joelle Pineau

* 8 pages with references; Published in AAAI 2016 (Special Track on Cognitive Systems) 

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