Saizheng Zhang

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Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu
Yuhuai(Tony) WuCo-Founder of xAIVerified email at x.ai
Ying ZhangServiceNowVerified email at servicenow.com
Asja FischerProfessor for Machine Learning, Ruhr University BochumVerified email at ini.rub.de
Zhilin YangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Peng QiResearcher, Orby AIVerified email at orby.ai
Christopher D ManningProfessor of Computer Science and Linguistics, Stanford UniversityVerified email at stanford.edu
William W. CohenCMU and Google DeepMindVerified email at google.com
Roland MemisevicQualcomm AI ResearchVerified email at qti.qualcomm.com
Jason WestonMetaVerified email at fb.com
Douwe KielaContextual AI, Stanford UniversityVerified email at stanford.edu
Arthur SzlamDeepMindVerified email at google.com

Saizheng Zhang

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Machine Learning Natural Language Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	2046	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	1577	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	1132*	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	735	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	489	2016
Difference target propagation DH Lee, S Zhang, A Fischer, Y Bengio ECMLPKDD 2015, 2015	408	2015
A Deep Reinforcement Learning Chatbot IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... NIPS 2017 Workshop, 2017	385	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	221	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	195	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	185*	2017
On multiplicative integration with recurrent neural networks S Zhang, Y Wu, Y Zhang, Y Bengio, RR Salakhutdinov NIPS 2016, 2016	184*	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	137	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	76	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	31	2018

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