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07/28/2022
Raising Student Completion Rates with Adaptive Curriculum and Contextual Bandits
We present an adaptive learning Intelligent Tutoring System, which uses ...
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06/08/2022
Few-shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems
Existing work on generating hints in Intelligent Tutoring Systems (ITS) ...
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03/03/2022
A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions
Despite artificial intelligence (AI) having transformed major aspects of...
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04/18/2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval
In this paper, we propose a new domain adaptation method called back-tra...
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04/15/2021
Comparative Study of Learning Outcomes for Online Learning Platforms
Personalization and active learning are key aspects to successful learni...
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05/06/2020
A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS for STEM
We present Korbit, a large-scale, open-domain, mixed-interface, dialogue...
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05/05/2020
Automated Personalized Feedback Improves Learning Gains in an Intelligent Tutoring System
We investigate how automated, data-driven, personalized feedback in a la...
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07/12/2018
The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach
Deep reinforcement learning has recently shown many impressive successes...
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11/18/2016
Generative Deep Neural Networks for Dialogue: A Short Review
Researchers have recently started investigating deep neural networks for...
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06/02/2016
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation
We introduce the multiresolution recurrent neural network, which extends...
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05/19/2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
Sequential data often possesses a hierarchical structure with complex de...
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05/09/2016
Theano: A Python framework for fast computation of mathematical expressions
Theano is a Python library that allows to define, optimize, and evaluate...
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03/22/2016
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus
Over the past decade, large-scale supervised learning corpora have enabl...
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12/17/2015