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SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems


Oct 13, 2021
Harrison Lee, Raghav Gupta, Abhinav Rastogi, Yuan Cao, Bin Zhang, Yonghui Wu


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UIBert: Learning Generic Multimodal Representations for UI Understanding


Aug 10, 2021
Chongyang Bai, Xiaoxue Zang, Ying Xu, Srinivas Sunkara, Abhinav Rastogi, Jindong Chen, Blaise Aguera y Arcas

* 8 pages, IJCAI 2021 

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Overview of the Ninth Dialog System Technology Challenge: DSTC9


Nov 12, 2020
Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, Maxine Eskenazi, Ahmad Beirami, Eunjoon, Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba


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Few-Shot Natural Language Generation by Rewriting Templates


Apr 30, 2020
Mihir Kale, Abhinav Rastogi


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Schema-Guided Dialogue State Tracking Task at DSTC8


Feb 02, 2020
Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan

* Presented at DSTC workshop, AAAI 2020. arXiv admin note: text overlap with arXiv:1909.05855 

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The Eighth Dialog System Technology Challenge


Nov 14, 2019
Seokhwan Kim, Michel Galley, Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta

* Submitted to NeurIPS 2019 3rd Conversational AI Workshop 

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Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset


Sep 12, 2019
Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan


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DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks


Aug 28, 2019
Semih Yavuz, Abhinav Rastogi, Guan-Lin Chao, Dilek Hakkani-Tur


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Learning Question-Guided Video Representation for Multi-Turn Video Question Answering


Jul 31, 2019
Guan-Lin Chao, Abhinav Rastogi, Semih Yavuz, Dilek Hakkani-Tür, Jindong Chen, Ian Lane

* Accepted at SIGDIAL 2019 

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Multi-task learning for Joint Language Understanding and Dialogue State Tracking


Nov 13, 2018
Abhinav Rastogi, Raghav Gupta, Dilek Hakkani-Tur

* Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue 2018 (pp. 376-384) 
* Published at SIGdial 2018; 9 pages 

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An Efficient Approach to Encoding Context for Spoken Language Understanding


Jul 01, 2018
Raghav Gupta, Abhinav Rastogi, Dilek Hakkani-Tur

* Submitted to INTERSPEECH 2018 

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Building a Conversational Agent Overnight with Dialogue Self-Play


Jan 15, 2018
Pararth Shah, Dilek Hakkani-Tür, Gokhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, Larry Heck

* 11 pages, 4 figures 

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Scalable Multi-Domain Dialogue State Tracking


Jan 02, 2018
Abhinav Rastogi, Dilek Hakkani-Tur, Larry Heck

* Published at ASRU-17. New version has updated results in Tables 1, 2 and 3 corresponding to the datasets released on github.com/google-research-datasets/simulated-dialogue 

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A Fast Unified Model for Parsing and Sentence Understanding


Jul 29, 2016
Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts

* To appear at ACL 2016 

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