Chinnadhurai Sankar

According to our database, Chinnadhurai Sankar authored at least 27 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Robustness through Data Augmentation Loss Consistency.

Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami

Trans. Mach. Learn. Res., 2023

Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems.

Hsuan Su, Rebecca Qian, Chinnadhurai Sankar, Shahin Shayandeh, Shang-Tse Chen, Hung-yi Lee, Daniel M. Bikel

CoRR, 2023

AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model.

Prajjwal Bhargava, Pooyan Amini, Shahin Shayandeh, Chinnadhurai Sankar

CoRR, 2023

Continual Dialogue State Tracking via Example-Guided Question Answering.

Hyundong Cho, Andrea Madotto, Zhaojiang Lin, Khyathi Raghavi Chandu, Satwik Kottur, Jing Xu, Jonathan May, Chinnadhurai Sankar

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models.

Alon Albalak, Akshat Shrivastava, Chinnadhurai Sankar, Adithya Sagar, Mike Ross

CoRR, 2022

Database Search Results Disambiguation for Task-Oriented Dialog Systems.

Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

KETOD: Knowledge-Enriched Task-Oriented Dialogue.

Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul A. Crook, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics.

Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance.

Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami

CoRR, 2021

DAIR: Data Augmented Invariant Regularization.

Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami

CoRR, 2021

Annotation Inconsistency and Entity Bias in MultiWOZ.

Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

DialogStitch: Synthetic Deeper and Multi-Context Task-Oriented Dialogs.

Satwik Kottur, Chinnadhurai Sankar, Zhou Yu, Alborz Geramifard

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

On-Device Text Representations Robust To Misspellings via Projections.

Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

ProFormer: Towards On-Device LSH Projection Based Transformers.

Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.

Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

The Bottleneck Simulator: A Model-Based Deep Reinforcement Learning Approach.

Iulian Vlad Serban, Chinnadhurai Sankar, Michael Pieper, Joelle Pineau, Yoshua Bengio

J. Artif. Intell. Res., 2020

2019

Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning.

Arvind Neelakantan, Semih Yavuz, Sharan Narang, Vishaal Prasad, Ben Goodrich, Daniel Duckworth, Chinnadhurai Sankar, Xifeng Yan

CoRR, 2019

On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study.

Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva

CoRR, 2019

Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes.

Chinnadhurai Sankar, Sujith Ravi

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

Transferable Neural Projection Representations.

Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset.

Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Ben Goodrich, Daniel Duckworth, Semih Yavuz, Amit Dubey, Kyu-Young Kim, Andy Cedilnik

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study.

Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies.

Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Deep Reinforcement Learning Chatbot (Short Version).

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

CoRR, 2018

2017

A Deep Reinforcement Learning Chatbot.

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

CoRR, 2017

2015

Variance Reduction in SGD by Distributed Importance Sampling.

Guillaume Alain, Alex Lamb, Chinnadhurai Sankar, Aaron C. Courville, Yoshua Bengio

CoRR, 2015

2011

Quasicyclic MDS codes for distributed storage with efficient exact repair.

Andrew Thangaraj, Chinnadhurai Sankar

Proceedings of the 2011 IEEE Information Theory Workshop, 2011