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Demystifying Neural Language Models' Insensitivity to Word-Order


Jul 29, 2021
Louis Clouatre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar

* 11 pages, 13 figure + appendix 

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Memory Augmented Optimizers for Deep Learning


Jun 20, 2021
Paul-Aymeric McRae, Prasanna Parthasarathi, Mahmoud Assran, Sarath Chandar

* 24 Pages. Currently under review 

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Do Encoder Representations of Generative Dialogue Models Encode Sufficient Information about the Task ?


Jun 20, 2021
Prasanna Parthasarathi, Joelle Pineau, Sarath Chandar

* Accepted at SIGDial 2021. arXiv admin note: substantial text overlap with arXiv:2008.10427 

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A Brief Study on the Effects of Training Generative Dialogue Models with a Semantic loss


Jun 20, 2021
Prasanna Parthasarathi, Mohamed Abdelsalam, Joelle Pineau, Sarath Chandar

* Accepted at SIGDial 2021 

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Sometimes We Want Translationese


Apr 15, 2021
Prasanna Parthasarathi, Koustuv Sinha, Joelle Pineau, Adina Williams

* 16 pages, 11 figures and 3 tables 

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Unnatural Language Inference


Dec 30, 2020
Koustuv Sinha, Prasanna Parthasarathi, Joelle Pineau, Adina Williams

* 10 pages + appendix 

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On Task-Level Dialogue Composition of Generative Transformer Model


Oct 09, 2020
Prasanna Parthasarathi, Arvind Neelakantan, Sharan Narang

* 8 pages; Accepted at Workshop on Insights from Negative Results in NLP 

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How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics


Aug 24, 2020
Prasanna Parthasarathi, Joelle Pineau, Sarath Chandar


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Learning an Unreferenced Metric for Online Dialogue Evaluation


May 01, 2020
Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton, Joelle Pineau

* Accepted at ACL 2020, 5 pages 

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The RLLChatbot: a solution to the ConvAI challenge


Nov 08, 2018
Nicolas Gontier, Koustuv Sinha, Peter Henderson, Iulian Serban, Michael Noseworthy, Prasanna Parthasarathi, Joelle Pineau

* 46 pages including references and appendix, 14 figures, 12 tables; Under review for the Dialogue & Discourse journal 

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