AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model
Bhargava, Prajjwal, Amini, Pooyan, Shayandeh, Shahin, Chinnadhurai Sankar
Published in arXiv.org (09.06.2023)
Published in arXiv.org (09.06.2023)
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On-Device Text Representations Robust To Misspellings via Projections
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Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models
Albalak, Alon, Shrivastava, Akshat, Chinnadhurai Sankar, Sagar, Adithya, Ross, Mike
Published in arXiv.org (08.10.2022)
Published in arXiv.org (08.10.2022)
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Robustness through Data Augmentation Loss Consistency
Huang, Tianjian, Halbe, Shaunak, Chinnadhurai Sankar, Amini, Pooyan, Kottur, Satwik, Geramifard, Alborz, Razaviyayn, Meisam, Beirami, Ahmad
Published in arXiv.org (24.01.2023)
Published in arXiv.org (24.01.2023)
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Continual Dialogue State Tracking via Example-Guided Question Answering
Cho, Hyundong, Madotto, Andrea, Lin, Zhaojiang, Khyathi, Raghavi Chandu, Kottur, Satwik, Xu, Jing, May, Jonathan, Chinnadhurai Sankar
Published in arXiv.org (14.12.2023)
Published in arXiv.org (14.12.2023)
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Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems
Su, Hsuan, Qian, Rebecca, Chinnadhurai Sankar, Shayandeh, Shahin, Shang-Tse, Chen, Hung-yi, Lee, Bikel, Daniel M
Published in arXiv.org (14.11.2023)
Published in arXiv.org (14.11.2023)
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KETOD: Knowledge-Enriched Task-Oriented Dialogue
Chen, Zhiyu, Liu, Bing, Moon, Seungwhan, Chinnadhurai Sankar, Crook, Paul, William Yang Wang
Published in arXiv.org (11.05.2022)
Published in arXiv.org (11.05.2022)
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DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
Le, Hung, Chinnadhurai Sankar, Moon, Seungwhan, Beirami, Ahmad, Geramifard, Alborz, Kottur, Satwik
Published in arXiv.org (14.06.2021)
Published in arXiv.org (14.06.2021)
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Annotation Inconsistency and Entity Bias in MultiWOZ
Qian, Kun, Beirami, Ahmad, Lin, Zhouhan, De, Ankita, Geramifard, Alborz, Zhou, Yu, Chinnadhurai Sankar
Published in arXiv.org (15.02.2022)
Published in arXiv.org (15.02.2022)
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Database Search Results Disambiguation for Task-Oriented Dialog Systems
Qian, Kun, Beirami, Ahmad, Kottur, Satwik, Shayandeh, Shahin, Crook, Paul, Geramifard, Alborz, Zhou, Yu, Chinnadhurai Sankar
Published in arXiv.org (15.12.2021)
Published in arXiv.org (15.12.2021)
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Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics
Cho, Hyundong, Chinnadhurai Sankar, Lin, Christopher, Kaushik Ram Sadagopan, Shayandeh, Shahin, Celikyilmaz, Asli, May, Jonathan, Beirami, Ahmad
Published in arXiv.org (04.11.2022)
Published in arXiv.org (04.11.2022)
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Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
Chandar, Sarath, Chinnadhurai Sankar, Vorontsov, Eugene, Samira Ebrahimi Kahou, Bengio, Yoshua
Published in arXiv.org (22.01.2019)
Published in arXiv.org (22.01.2019)
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The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach
Iulian Vlad Serban, Chinnadhurai Sankar, Pieper, Michael, Pineau, Joelle, Bengio, Yoshua
Published in arXiv.org (12.07.2018)
Published in arXiv.org (12.07.2018)
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Variance Reduction in SGD by Distributed Importance Sampling
Guillaume, Alain, Lamb, Alex, Chinnadhurai Sankar, Courville, Aaron, Bengio, Yoshua
Published in arXiv.org (16.04.2016)
Published in arXiv.org (16.04.2016)
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A Deep Reinforcement Learning Chatbot (Short Version)
Serban, Iulian V, Chinnadhurai Sankar, Germain, Mathieu, Zhang, Saizheng, Lin, Zhouhan, Subramanian, Sandeep, Kim, Taesup, Pieper, Michael, Chandar, Sarath, Ke, Nan Rosemary, Rajeswar, Sai, de Brebisson, Alexandre, Sotelo, Jose M R, Suhubdy, Dendi, Michalski, Vincent, Nguyen, Alexandre, Pineau, Joelle, Bengio, Yoshua
Published in arXiv.org (20.01.2018)
Published in arXiv.org (20.01.2018)
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A Deep Reinforcement Learning Chatbot
Serban, Iulian V, Chinnadhurai Sankar, Germain, Mathieu, Zhang, Saizheng, Lin, Zhouhan, Subramanian, Sandeep, Kim, Taesup, Pieper, Michael, Chandar, Sarath, Ke, Nan Rosemary, Sai Rajeshwar, de Brebisson, Alexandre, Sotelo, Jose M R, Suhubdy, Dendi, Michalski, Vincent, Nguyen, Alexandre, Pineau, Joelle, Bengio, Yoshua
Published in arXiv.org (05.11.2017)
Published in arXiv.org (05.11.2017)
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