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Chinnadhurai Sankar
Chinnadhurai Sankar
Research Lead, SliceX AI | ex-Meta AI
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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
3452017
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
2112015
TaskMaster-1: Toward a Realistic and Diverse Dialog Dataset
B Byrne*, K Krishnamoorthi*, C Sankar*, A Neelakantan, D Duckworth, ...
Proc. of EMNLP 2019, 2019
1982019
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
1402019
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
672019
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes
C Sankar, S Ravi
Proc. of SIGDIAL 2019, 2019
412019
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
302018
Annotation inconsistency and entity bias in MultiWOZ
K Qian, A Beirami, Z Lin, A De, A Geramifard, Z Yu, C Sankar
arXiv preprint arXiv:2105.14150, 2021
252021
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
182021
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
182018
KETOD: knowledge-enriched task-oriented dialogue
Z Chen, B Liu, S Moon, C Sankar, P Crook, WY Wang
arXiv preprint arXiv:2205.05589, 2022
172022
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
152019
A deep reinforcement learning chatbot. arXiv 2017
IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ...
arXiv preprint arXiv:1709.02349, 0
13
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
122017
Pre-trained projection networks for transferable natural language representations
S Ravi, Z Kozareva, C Sankar
US Patent 11,526,680, 2022
112022
Database search results disambiguation for task-oriented dialog systems
K Qian, A Beirami, S Kottur, S Shayandeh, P Crook, A Geramifard, Z Yu, ...
arXiv preprint arXiv:2112.08351, 2021
112021
ProFormer: Towards On-Device LSH Projection Based Transformers
C Sankar, S Ravi, Z Kozareva
arXiv preprint arXiv:2004.05801, 2021
92021
DAIR: Data Augmented Invariant Regularization
T Huang, C Sankar, P Amini, S Kottur, A Geramifard, M Razaviyayn, ...
92021
& 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
9
Know thy strengths: Comprehensive dialogue state tracking diagnostics
H Cho, C Sankar, C Lin, KR Sadagopan, S Shayandeh, A Celikyilmaz, ...
arXiv preprint arXiv:2112.08321, 2021
82021
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