Iulian Vlad Serban
TitleCited byYear
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models.
IV Serban, A Sordoni, Y Bengio, AC Courville, J Pineau
AAAI 16, 3776-3784, 2016
543*2016
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint, 2016
381*2016
How not to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
CW Liu, R Lowe, IV Serban, M Noseworthy, L Charlin, J Pineau
arXiv preprint arXiv:1603.08023, 2016
2472016
The ubuntu dialogue corpus: A large dataset for research in unstructured multi-turn dialogue systems
R Lowe, N Pow, I Serban, J Pineau
arXiv preprint arXiv:1506.08909, 2015
2212015
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues.
IV Serban, A Sordoni, R Lowe, L Charlin, J Pineau, AC Courville, ...
AAAI, 3295-3301, 2017
2202017
A survey of available corpora for building data-driven dialogue systems
IV Serban, R Lowe, P Henderson, L Charlin, J Pineau
arXiv preprint arXiv:1512.05742, 2015
782015
Generating factoid questions with recurrent neural networks: The 30m factoid question-answer corpus
IV Serban, A García-Durán, C Gulcehre, S Ahn, S Chandar, A Courville, ...
arXiv preprint arXiv:1603.06807, 2016
772016
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation.
IV Serban, T Klinger, G Tesauro, K Talamadupula, B Zhou, Y Bengio, ...
AAAI, 3288-3294, 2017
662017
A deep reinforcement learning chatbot
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1709.02349, 2017
482017
Towards an automatic Turing test: Learning to evaluate dialogue responses
R Lowe, M Noseworthy, IV Serban, N Angelard-Gontier, Y Bengio, ...
arXiv preprint arXiv:1708.07149, 2017
472017
Training end-to-end dialogue systems with the ubuntu dialogue corpus
RT Lowe, N Pow, IV Serban, L Charlin, CW Liu, J Pineau
Dialogue & Discourse 8 (1), 31-65, 2017
422017
On the evaluation of dialogue systems with next utterance classification
R Lowe, IV Serban, M Noseworthy, L Charlin, J Pineau
arXiv preprint arXiv:1605.05414, 2016
232016
Piecewise latent variables for neural variational text processing
IV Serban, II Ororbia, G Alexander, J Pineau, A Courville
arXiv preprint arXiv:1612.00377, 2016
20*2016
Generative deep neural networks for dialogue: A short review
IV Serban, R Lowe, L Charlin, J Pineau
arXiv preprint arXiv:1611.06216, 2016
162016
Incorporating unstructured textual knowledge sources into neural dialogue systems
R Lowe, N Pow, I Serban, L Charlin, J Pineau
Neural Information Processing Systems Workshop on Machine Learning for …, 2015
122015
Text-based speaker identification for multi-participant opendomain dialogue systems
IV Serban, J Pineau
NIPS Workshop on Machine Learning for Spoken Language Understanding …, 2015
52015
A Survey of Available Corpora For Building Data-Driven Dialogue Systems: The Journal Version
IV Serban, R Lowe, P Henderson, L Charlin, J Pineau
Dialogue & Discourse 9 (1), 1-49, 2018
42018
The bottleneck simulator: a model-based deep reinforcement learning approach
IV Serban, C Sankar, M Pieper, J Pineau, Y Bengio
arXiv preprint arXiv:1807.04723, 2018
32018
A Deep Reinforcement Learning Chatbot (Short Version)
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1801.06700, 2018
32018
The Octopus Approach to the Alexa Competition: A Deep Ensemble-based Socialbot
IV Serban, C Sankar, ZL Saizheng Zhang, S Subramanian, T Kim, ...
Alexa Prize Proceedings, 2017
32017
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Articles 1–20