Chinnadhurai Sankar

42 papers A* 2A 2B 4Journal 27Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment.
CoRR
Hanxian Huang, Igor Fedorov, Andrey Gromov, Bernard Beckerman, Naveen Suda, David Eriksson, Maximilian Balandat, Rylan Conway, Patrick Huber, Chinnadhurai Sankar, Ayushi Dalmia, Zechun Liu, Lemeng Wu, Tarek Elgamal, Adithya Sagar, Vikas Chandra, Raghuraman Krishnamoorthi
2025 J jnl
CoSMoEs: Compact Sparse Mixture of Experts.
CoRR
Patrick Huber, Akshat Shrivastava, Ernie Chang, Chinnadhurai Sankar, Ahmed Aly, Adithya Sagar
2025 J jnl
MobileLLM-Pro Technical Report.
CoRR
Patrick Huber, Ernie Chang, Wei Wen, Igor Fedorov, Tarek Elgamal, Hanxian Huang, Naveen Suda, Chinnadhurai Sankar, Vish Vogeti, Yanghan Wang, Alex Gladkov, Kai Sheng Tai, Abdelrahman Elogeel, Tarek Hefny, Vikas Chandra, Ahmed Aly, Anuj Kumar, Raghuraman Krishnamoorthi, Adithya Sagar
2023 J jnl
AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model.
CoRR
Prajjwal Bhargava, Pooyan Amini, Shahin Shayandeh, Chinnadhurai Sankar
2023 A* conf
Continual Dialogue State Tracking via Example-Guided Question Answering.
EMNLP
Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar
2023 J jnl
Continual Dialogue State Tracking via Example-Guided Question Answering.
CoRR
Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar
2023 J jnl
Robustness through Data Augmentation Loss Consistency.
Trans. Mach. Learn. Res.
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
2023 J jnl
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems.
CoRR
Hsuan Su, Rebecca Qian, Chinnadhurai Sankar, Shahin Shayandeh, Shang-Tse Chen, Hung-yi Lee, Daniel M. Bikel
2022 J jnl
Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models.
CoRR
Alon Albalak, Akshat Shrivastava, Chinnadhurai Sankar, Adithya Sagar, Mike Ross
2022 — conf
Database Search Results Disambiguation for Task-Oriented Dialog Systems.
NAACL-HLT
Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2022 — conf
KETOD: Knowledge-Enriched Task-Oriented Dialogue.
NAACL-HLT (Findings)
Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang
2022 J jnl
KETOD: Knowledge-Enriched Task-Oriented Dialogue.
CoRR
Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang
2022 — conf
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics.
EMNLP (Findings)
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
2021 B conf
Annotation Inconsistency and Entity Bias in MultiWOZ.
SIGDIAL
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 J jnl
Annotation Inconsistency and Entity Bias in MultiWOZ.
CoRR
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 J jnl
CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance.
CoRR
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
2021 J jnl
DAIR: Data Augmented Invariant Regularization.
CoRR
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
2021 — conf
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
ACL/IJCNLP (1)
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021 J jnl
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
CoRR
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021 J jnl
Database Search Results Disambiguation for Task-Oriented Dialog Systems.
CoRR
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 B conf
DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs.
SIGDIAL
Satwik Kottur, Chinnadhurai Sankar, Zhou Yu, Alborz Geramifard
2021 A conf
On-Device Text Representations Robust To Misspellings via Projections.
EACL
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2021 A conf
ProFormer: Towards On-Device LSH Projection Based Transformers.
EACL
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2020 J jnl
ProFormer: Towards On-Device LSH Projection Based Transformers.
CoRR
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2020 J jnl
The Bottleneck Simulator: A Model-Based Deep Reinforcement Learning Approach.
J. Artif. Intell. Res.
Iulian Vlad Serban, Chinnadhurai Sankar, Michael Pieper, Joelle Pineau, Yoshua Bengio
2019 B conf
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes.
SIGdial
Chinnadhurai Sankar, Sujith Ravi
2019 J jnl
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes.
CoRR
Chinnadhurai Sankar, Sujith Ravi
2019 — conf
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study.
ACL (1)
Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio
2019 J jnl
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study.
CoRR
Chinnadhurai Sankar, Sandeep Subramanian, Christopher J. Pal, Sarath Chandar, Yoshua Bengio
2019 J jnl
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning.
CoRR
Arvind Neelakantan, Semih Yavuz, Sharan Narang, Vishaal Prasad, Ben Goodrich, Daniel Duckworth, Chinnadhurai Sankar, Xifeng Yan
2019 J jnl
On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study.
CoRR
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2019 — conf
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset.
EMNLP/IJCNLP (1)
Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Ben Goodrich, Daniel Duckworth, Semih Yavuz, Amit Dubey, Kyu-Young Kim, Andy Cedilnik
2019 J jnl
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset.
CoRR
Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Daniel Duckworth, Semih Yavuz, Ben Goodrich, Amit Dubey, Andy Cedilnik, Kyu-Young Kim
2019 A* conf
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies.
AAAI
Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio
2019 J jnl
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies.
CoRR
Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio
2019 — conf
Transferable Neural Projection Representations.
NAACL-HLT (1)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2019 J jnl
Transferable Neural Projection Representations.
CoRR
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2018 J jnl
A Deep Reinforcement Learning Chatbot (Short Version).
CoRR
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
2018 J jnl
The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach.
CoRR
Iulian Vlad Serban, Chinnadhurai Sankar, Michael Pieper, Joelle Pineau, Yoshua Bengio
2017 J jnl
A Deep Reinforcement Learning Chatbot.
CoRR
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
2015 J jnl
Variance Reduction in SGD by Distributed Importance Sampling.
CoRR
Guillaume Alain, Alex Lamb, Chinnadhurai Sankar, Aaron C. Courville, Yoshua Bengio
2011 B conf
Quasicyclic MDS codes for distributed storage with efficient exact repair.
ITW
Andrew Thangaraj, Chinnadhurai Sankar