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Decomposed Mutual Information Estimation for Contrastive Representation Learning


Jun 25, 2021
Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoff Gordon, Phil Bachman, Remi Tachet

* ICML 2021 

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Towards a Scalable and Distributed Infrastructure for Deep Learning Applications


Oct 06, 2020
Bita Hasheminezhad, Shahrzad Shirzad, Nanmiao Wu, Patrick Diehl, Hannes Schulz, Hartmut Kaiser


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Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation


Mar 06, 2020
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz

* Presented at [email protected] 2020 

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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 Deep Conversational Recommendations


Dec 18, 2018
Raymond Li, Samira Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, Chris Pal

* 17 pages, 5 figures, Accepted at 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montr\'eal, Canada 

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From FiLM to Video: Multi-turn Question Answering with Multi-modal Context


Dec 17, 2018
Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri

* Accepted for an Oral presentation at the DSTC7 workshop at AAAI 2019 

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Keep Drawing It: Iterative language-based image generation and editing


Nov 24, 2018
Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor


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The Hard-CoRe Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution


Nov 02, 2018
Ali Emami, Paul Trichelair, Adam Trischler, Kaheer Suleman, Hannes Schulz, Jackie Chi Kit Cheung

* 6 pages 

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Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation


Jun 29, 2017
Shikhar Sharma, Layla El Asri, Hannes Schulz, Jeremie Zumer


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