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
1932017
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
892015
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
462019
TaskMaster-1: Toward a Realistic and Diverse Dialog Dataset
B Byrne*, K Krishnamoorthi*, C Sankar*, A Neelakantan, D Duckworth, ...
Proc. of EMNLP 2019, 2019
392019
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
242019
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes
C Sankar, S Ravi
Proc. of SIGDIAL 2019, 2019
182019
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
162018
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 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
112017
Quasicyclic MDS codes for distributed storage with efficient exact repair
A Thangaraj, C Sankar
2011 IEEE Information Theory Workshop, 45-49, 2011
92011
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
72019
& 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
7
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
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
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
H Le, C Sankar, S Moon, A Beirami, A Geramifard, S Kottur
arXiv preprint arXiv:2101.00151, 2021
2021
Generating automated assistant responses and/or actions directly from dialog history and resources
A Neelakantan, D Duckworth, B Goodrich, V Prasad, C Sankar, S Yavuz
US Patent App. 16/910,435, 2020
2020
Neural approaches to dialog modeling
C Sankar
2020
Pre-Trained Projection Networks for Transferable Natural Language Representations
S Ravi, Z Kozareva, C Sankar
US Patent App. 16/790,917, 2020
2020
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