Chinnadhurai Sankar

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 37

Top Topics

Text Representation

Importance Sampling

Reinforcement Learning

Top Venues

Publications

Hsuan Su, Rebecca Qian, Chinnadhurai Sankar, Shahin Shayandeh, Shang-Tse Chen, Hung-yi Lee, Daniel M. Bikel
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems. CoRR (2023)
Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar
Continual Dialogue State Tracking via Example-Guided Question Answering. EMNLP (2023)
Prajjwal Bhargava, Pooyan Amini, Shahin Shayandeh, Chinnadhurai Sankar
AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model. CoRR (2023)
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
Robustness through Data Augmentation Loss Consistency. Trans. Mach. Learn. Res. 2023 (2023)
Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar
Continual Dialogue State Tracking via Example-Guided Question Answering. CoRR (2023)
Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang
KETOD: Knowledge-Enriched Task-Oriented Dialogue. CoRR (2022)
Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
Database Search Results Disambiguation for Task-Oriented Dialog Systems. NAACL-HLT (2022)
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics. EMNLP (Findings) (2022)
Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang
KETOD: Knowledge-Enriched Task-Oriented Dialogue. NAACL-HLT (Findings) (2022)
Alon Albalak, Akshat Shrivastava, Chinnadhurai Sankar, Adithya Sagar, Mike Ross
Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models. CoRR (2022)
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance. CoRR (2021)
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
Database Search Results Disambiguation for Task-Oriented Dialog Systems. CoRR (2021)
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. CoRR (2021)
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
Annotation Inconsistency and Entity Bias in MultiWOZ. SIGDIAL (2021)
Satwik Kottur, Chinnadhurai Sankar, Zhou Yu, Alborz Geramifard
DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs. SIGDIAL (2021)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
ProFormer: Towards On-Device LSH Projection Based Transformers. EACL (2021)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
On-Device Text Representations Robust To Misspellings via Projections. EACL (2021)
Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
DAIR: Data Augmented Invariant Regularization. CoRR (2021)
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
Annotation Inconsistency and Entity Bias in MultiWOZ. CoRR (2021)
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue. ACL/IJCNLP (1) (2021)
Iulian Vlad Serban, Chinnadhurai Sankar, Michael Pieper, Joelle Pineau, Yoshua Bengio
The Bottleneck Simulator: A Model-Based Deep Reinforcement Learning Approach. J. Artif. Intell. Res. 69 (2020)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
ProFormer: Towards On-Device LSH Projection Based Transformers. CoRR (2020)
Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies. AAAI (2019)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
Transferable Neural Projection Representations. CoRR (2019)
Chinnadhurai Sankar, Sujith Ravi
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes. SIGdial (2019)
Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies. CoRR (2019)
Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study. ACL (1) (2019)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
Transferable Neural Projection Representations. NAACL-HLT (1) (2019)
Chinnadhurai Sankar, Sandeep Subramanian, Christopher J. Pal, Sarath Chandar, Yoshua Bengio
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study. CoRR (2019)
Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Ben Goodrich, Daniel Duckworth, Semih Yavuz, Amit Dubey, Kyu-Young Kim, Andy Cedilnik
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset. EMNLP/IJCNLP (1) (2019)
Chinnadhurai Sankar, Sujith Ravi
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes. CoRR (2019)
Arvind Neelakantan, Semih Yavuz, Sharan Narang, Vishaal Prasad, Ben Goodrich, Daniel Duckworth, Chinnadhurai Sankar, Xifeng Yan
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning. CoRR (2019)
Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Daniel Duckworth, Semih Yavuz, Ben Goodrich, Amit Dubey, Andy Cedilnik, Kyu-Young Kim
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset. CoRR (2019)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study. CoRR (2019)
Iulian Vlad Serban, Chinnadhurai Sankar, Michael Pieper, Joelle Pineau, Yoshua Bengio
The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach. CoRR (2018)
Iulian Vlad Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Rajeswar, Alexandre de Brébisson, Jose M. R. Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio
A Deep Reinforcement Learning Chatbot (Short Version). CoRR (2018)
Iulian Vlad Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Mudumba, Alexandre de Brébisson, Jose Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio
A Deep Reinforcement Learning Chatbot. CoRR (2017)
Guillaume Alain, Alex Lamb, Chinnadhurai Sankar, Aaron C. Courville, Yoshua Bengio
Variance Reduction in SGD by Distributed Importance Sampling. CoRR (2015)
Andrew Thangaraj, Chinnadhurai Sankar
Quasicyclic MDS codes for distributed storage with efficient exact repair. ITW (2011)