| HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Z Yang, P Qi, S Zhang, Y Bengio, WW Cohen, R Salakhutdinov, ... EMNLP 2018, 2018 | 1411 | 2018 |
| Personalizing Dialogue Agents: I have a dog, do you have pets too? S Zhang, E Dinan, J Urbanek, A Szlam, D Kiela, J Weston ACL 2018, 2018 | 1283 | 2018 |
| Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv, 2016 | 1110* | 2016 |
| Professor Forcing: A New Algorithm for Training Recurrent Networks AM Lamb, AGAP GOYAL, Y Zhang, S Zhang, AC Courville, Y Bengio NIPS 2016, 2016 | 645 | 2016 |
| Towards end-to-end speech recognition with deep convolutional neural networks Y Zhang, M Pezeshki, P Brakel, S Zhang, C Laurent, Y Bengio, ... INTERSPEECH 2016, 2016 | 451 | 2016 |
| Difference target propagation DH Lee, S Zhang, A Fischer, Y Bengio ECMLPKDD 2015, 2015 | 357 | 2015 |
| A Deep Reinforcement Learning Chatbot IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... NIPS 2017 Workshop, 2017 | 356 | 2017 |
| Machine Comprehension by Text-to-Text Neural Question Generation X Yuan, T Wang, C Gulcehre, A Sordoni, P Bachman, S Subramanian, ... ACL 2017 Workshop on Representation Learning for NLP, 2017 | 202 | 2017 |
| Architectural Complexity Measures of Recurrent Neural Networks S Zhang, Y Wu, T Che, Z Lin, R Memisevic, RR Salakhutdinov, Y Bengio NIPS 2016, 2016 | 184 | 2016 |
| STDP-Compatible Approximation of Backpropagation in an Energy-Based Model Y Bengio, T Mesnard, A Fischer, S Zhang, Y Wu Neural Computation, 2017, 2017 | 175* | 2017 |
| On multiplicative integration with recurrent neural networks S Zhang, Y Wu, Y Zhang, Y Bengio, RR Salakhutdinov NIPS 2016, 2016 | 172* | 2016 |
| Neural Models for Key Phrase Detection and Question Generation S Subramanian, T Wang, X Yuan, S Zhang, A Trischler, Y Bengio ACL 2018 Workshop on MRQA, 2017 | 121 | 2017 |
| GSNs: generative stochastic networks G Alain, Y Bengio, L Yao, J Yosinski, É Thibodeau-Laufer, S Zhang, ... Information and Inference: A Journal of the IMA, 2016, 2016 | 73 | 2016 |
| Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent Z Yang, S Zhang, J Urbanek, W Feng, AH Miller, A Szlam, D Kiela, ... ICLR 2018, 2018 | 29 | 2018 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
