Chinnadhurai Sankar
Chinnadhurai Sankar
Research Scientist, Facebook AI
Verified email at fb.com - Homepage
Title
Cited by
Cited by
Year
A deep reinforcement learning chatbot
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
31th Annual Conference on Neural Information Processing Systems (NIPS 2017), 2017
1552017
Variance reduction in sgd by distributed importance sampling
G Alain, A Lamb, C Sankar, A Courville, Y Bengio
4th International Conference on Learning Representations (ICLR 2016), 2015
742015
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
C Sankar, S Subramanian, C Pal, S Chandar, Y Bengio
Proc. of ACL 2019, 2019
342019
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
S Chandar*, C Sankar*, E Vorontsov, SE Kahou, Y Bengio
Thirty-Third AAAI Conference on Artificial Intelligence, 2019
152019
TaskMaster-1: Toward a Realistic and Diverse Dialog Dataset
B Byrne*, K Krishnamoorthi*, C Sankar*, A Neelakantan, D Duckworth, ...
Proc. of EMNLP 2019, 2019
142019
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes
C Sankar, S Ravi
Proc. of SIGDIAL 2019, 2019
132019
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
112018
The bottleneck simulator: a model-based deep reinforcement learning approach
IV Serban, C Sankar, M Pieper, J Pineau, Y Bengio
Journal of Artificial Intelligence Research (JAIR), 2018
102018
Quasicyclic MDS codes for distributed storage with efficient exact repair
A Thangaraj, C Sankar
2011 IEEE Information Theory Workshop, 45-49, 2011
92011
The octopus approach to the Alexa competition: A deep ensemble-based socialbot
IV Serban, C Sankar, S Zhang, Z Lin, S Subramanian, T Kim, S Chandar, ...
Alexa Prize Proceedings, 2017
82017
Neural assistant: Joint action prediction, response generation, and latent knowledge reasoning
A Neelakantan, S Yavuz, S Narang, V Prasad, B Goodrich, D Duckworth, ...
arXiv preprint arXiv:1910.14613, 2019
62019
A Deep Reinforcement Learning Chatbot. CoRR abs/1709.02349 (2017)
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1709.02349, 2017
62017
& Rajeshwar, S.(2017). A deep reinforcement learning chatbot
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian
arXiv preprint arXiv:1709.02349, 0
5
Transferable Neural Projection Representations
C Sankar, S Ravi, Z Kozareva
arXiv preprint arXiv:1906.01605, 2019
32019
Modeling Non-Goal Oriented Dialog With Discrete Attributes
C Sankar, S Ravi
32nd Conference on Neural Information Processing Systems (NIPS 2018), 2018
32018
On-Device Text Representations Robust To Misspellings via Projections
C Sankar, S Ravi, Z Kozareva
arXiv preprint arXiv:1908.05763, 2019
2*2019
Pre-Trained Projection Networks for Transferable Natural Language Representations
S Ravi, Z Kozareva, C Sankar
US Patent App. 16/790,917, 2020
2020
ProFormer: Towards On-Device LSH Projection Based Transformers
C Sankar, S Ravi, Z Kozareva
arXiv preprint arXiv:2004.05801, 2020
2020
The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach
I Vlad Serban, C Sankar, M Pieper, J Pineau, Y Bengio
arXiv, arXiv: 1807.04723, 2018
2018
The system can't perform the operation now. Try again later.
Articles 1–19