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Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality


May 21, 2020
Prudhvi Thirumalaraju, Manoj Kumar Kanakasabapathy, Charles L Bormann, Raghav Gupta, Rohan Pooniwala, Hemanth Kandula, Irene Souter, Irene Dimitriadis, Hadi Shafiee


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Deep learning mediated single time-point image-based prediction of embryo developmental outcome at the cleavage stage


May 21, 2020
Manoj Kumar Kanakasabapathy, Prudhvi Thirumalaraju, Charles L Bormann, Raghav Gupta, Rohan Pooniwala, Hemanth Kandula, Irene Souter, Irene Dimitriadis, Hadi Shafiee


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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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Extreme Language Model Compression with Optimal Subwords and Shared Projections


Sep 25, 2019
Sanqiang Zhao, Raghav Gupta, Yang Song, Denny Zhou


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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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Robust Zero-Shot Cross-Domain Slot Filling with Example Values


Jun 17, 2019
Darsh J Shah, Raghav Gupta, Amir A Fayazi, Dilek Hakkani-Tur

* To appear in ACL 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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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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Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications


Feb 18, 2015
Krishnendu Chatterjee, Martin Chmelík, Raghav Gupta, Ayush Kanodia


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Optimal Cost Almost-sure Reachability in POMDPs


Nov 14, 2014
Krishnendu Chatterjee, Martin Chmelík, Raghav Gupta, Ayush Kanodia

* Full Version of Optimal Cost Almost-sure Reachability in POMDPs, AAAI 2015. arXiv admin note: text overlap with arXiv:1207.4166 by other authors 

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