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The Power of Prompt Tuning for Low-Resource Semantic Parsing


Oct 16, 2021
Nathan Schucher , Siva Reddy , Harm de Vries


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TopiOCQA: Open-domain Conversational Question Answeringwith Topic Switching


Oct 02, 2021
Vaibhav Adlakha , Shehzaad Dhuliawala , Kaheer Suleman , Harm de Vries , Siva Reddy


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DuoRAT: Towards Simpler Text-to-SQL Models


Oct 21, 2020
Torsten Scholak , Raymond Li , Dzmitry Bahdanau , Harm de Vries , Chris Pal

* Code is available at https://github.com/ElementAI/duorat 

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Towards Ecologically Valid Research on Language User Interfaces


Jul 28, 2020
Harm de Vries , Dzmitry Bahdanau , Christopher Manning


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Generative Graph Perturbations for Scene Graph Prediction


Jul 11, 2020
Boris Knyazev , Harm de Vries , Cătălina Cangea , Graham W. Taylor , Aaron Courville , Eugene Belilovsky

* https://oolworkshop.github.io/program/ool_21.html, ICML Workshop 2020 on "Object-Oriented Learning (OOL): Perception, Representation, and Reasoning" 

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Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation


May 17, 2020
Boris Knyazev , Harm de Vries , Cătălina Cangea , Graham W. Taylor , Aaron Courville , Eugene Belilovsky

* 17 pages, the code is available at https://github.com/bknyaz/sgg 

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CLOSURE: Assessing Systematic Generalization of CLEVR Models


Dec 12, 2019
Dzmitry Bahdanau , Harm de Vries , Timothy J. O'Donnell , Shikhar Murty , Philippe Beaudoin , Yoshua Bengio , Aaron Courville

* Technical report 

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Systematic Generalization: What Is Required and Can It Be Learned?


Nov 30, 2018
Dzmitry Bahdanau , Shikhar Murty , Michael Noukhovitch , Thien Huu Nguyen , Harm de Vries , Aaron Courville

* Preprint. Work in progress 

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Visual Reasoning with Multi-hop Feature Modulation


Oct 12, 2018
Florian Strub , Mathieu Seurin , Ethan Perez , Harm de Vries , Jérémie Mary , Philippe Preux , Aaron Courville , Olivier Pietquin

* In Proc of ECCV 2018 

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Talk the Walk: Navigating New York City through Grounded Dialogue


Jul 13, 2018
Harm de Vries , Kurt Shuster , Dhruv Batra , Devi Parikh , Jason Weston , Douwe Kiela


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