Ekaterina Kochmar

Raising Student Completion Rates with Adaptive Curriculum and Contextual Bandits

Jul 28, 2022
Robert Belfer, Ekaterina Kochmar, Iulian Vlad Serban

* 6 pages, 1 figure, To appear in the Proceedings of the 23rd International Conference on Artificial Intelligence in Education (AIED 2022)

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Few-shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems

Jun 08, 2022
Devang Kulshreshtha, Muhammad Shayan, Robert Belfer, Siva Reddy, Iulian Vlad Serban, Ekaterina Kochmar

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* PAIS 2022

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A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions

Mar 03, 2022
Francois St-Hilaire, Dung Do Vu, Antoine Frau, Nathan Burns, Farid Faraji, Joseph Potochny, Stephane Robert, Arnaud Roussel, Selene Zheng, Taylor Glazier, Junfel Vincent Romano, Robert Belfer, Muhammad Shayan, Ariella Smofsky, Tommy Delarosbil, Seulmin Ahn, Simon Eden-Walker, Kritika Sony, Ansona Onyi Ching, Sabina Elkins, Anush Stepanyan, Adela Matajova, Victor Chen, Hossein Sahraei, Robert Larson, Nadia Markova, Andrew Barkett, Laurent Charlin, Yoshua Bengio, Iulian Vlad Serban, Ekaterina Kochmar

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* 9 pages, 6 figures

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Comparative Study of Learning Outcomes for Online Learning Platforms

Apr 15, 2021
Francois St-Hilaire, Nathan Burns, Robert Belfer, Muhammad Shayan, Ariella Smofsky, Dung Do Vu, Antoine Frau, Joseph Potochny, Farid Faraji, Vincent Pavero, Neroli Ko, Ansona Onyi Ching, Sabina Elkins, Anush Stepanyan, Adela Matajova, Laurent Charlin, Yoshua Bengio, Iulian Vlad Serban, Ekaterina Kochmar

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* 14 pages, 3 figures, 2 tables, accepted at AIED 2021 (2021 Conference on Artificial Intelligence in Education)

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Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems

Mar 13, 2021
Matt Grenander, Robert Belfer, Ekaterina Kochmar, Iulian V. Serban, François St-Hilaire, Jackie C. K. Cheung

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* Accepted at EAAI 2021

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MTLB-STRUCT @PARSEME 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models

Nov 04, 2020
Shiva Taslimipoor, Sara Bahaadini, Ekaterina Kochmar

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* accepted for publication at MWE-LEX 2020 Workshop at COLING

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Detecting Multiword Expression Type Helps Lexical Complexity Assessment

May 12, 2020
Ekaterina Kochmar, Sian Gooding, Matthew Shardlow

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* Accepted for publication at LREC 2020

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Automated Personalized Feedback Improves Learning Gains in an Intelligent Tutoring System

May 07, 2020
Ekaterina Kochmar, Dung Do Vu, Robert Belfer, Varun Gupta, Iulian Vlad Serban, Joelle Pineau

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* To be published in Proceedings of the the 21st International Conference on Artificial Intelligence in Education (AIED 2020)

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A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS for STEM

May 06, 2020
Iulian Vlad Serban, Varun Gupta, Ekaterina Kochmar, Dung D. Vu, Robert Belfer, Joelle Pineau, Aaron Courville, Laurent Charlin, Yoshua Bengio

* 6 pages, 1 figure, 1 table, accepted for publication in the 21st International Conference on Artificial Intelligence in Education (AIED 2020)

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