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 | 350 | 2017 |
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 | 217 | 2015 |
TaskMaster-1: Toward a Realistic and Diverse Dialog Dataset B Byrne*, K Krishnamoorthi*, C Sankar*, A Neelakantan, D Duckworth, ... Proc. of EMNLP 2019, 2019 | 213 | 2019 |
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 | 139 | 2019 |
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 | 74 | 2019 |
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes C Sankar, S Ravi Proc. of SIGDIAL 2019, 2019 | 40 | 2019 |
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 | 31 | 2018 |
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 | 30 | 2021 |
KETOD: Knowledge-enriched task-oriented dialogue Z Chen, B Liu, S Moon, C Sankar, P Crook, WY Wang arXiv preprint arXiv:2205.05589, 2022 | 20 | 2022 |
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 | 20 | 2018 |
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 | 17 | 2021 |
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 | 16 | 2019 |
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, 2023 | 14 | 2023 |
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 | 14 | 2021 |
Pre-trained projection networks for transferable natural language representations S Ravi, Z Kozareva, C Sankar US Patent 11,526,680, 2022 | 13 | 2022 |
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 | 12 | 2017 |
ProFormer: Towards On-Device LSH Projection Based Transformers C Sankar, S Ravi, Z Kozareva arXiv preprint arXiv:2004.05801, 2021 | 10 | 2021 |
DAIR: Data Augmented Invariant Regularization T Huang, C Sankar, P Amini, S Kottur, A Geramifard, M Razaviyayn, ... | 10 | 2021 |
& 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 | 8 | 2021 |