Iulian Vlad Serban | DeepAI

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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 ...

0 Robert Belfer, et al. ∙

∙ 06/08/2022

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

Existing work on generating hints in Intelligent Tutoring Systems (ITS) ...

3 Devang Kulshreshtha, et al. ∙

∙ 03/03/2022

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

Despite artificial intelligence (AI) having transformed major aspects of...

5 François St-Hilaire, et al. ∙

∙ 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...

0 Devang Kulshreshtha, et al. ∙

∙ 04/15/2021

Comparative Study of Learning Outcomes for Online Learning Platforms

Personalization and active learning are key aspects to successful learni...

17 François St-Hilaire, et al. ∙

∙ 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...

1 Iulian Vlad Serban, et al. ∙

∙ 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...

8 Ekaterina Kochmar, et al. ∙

∙ 07/12/2018

The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach

Deep reinforcement learning has recently shown many impressive successes...

0 Iulian Vlad Serban, et al. ∙

∙ 11/18/2016

Generative Deep Neural Networks for Dialogue: A Short Review

Researchers have recently started investigating deep neural networks for...

0 Iulian Vlad Serban, et al. ∙

∙ 06/02/2016

Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation

We introduce the multiresolution recurrent neural network, which extends...

0 Iulian Vlad Serban, et al. ∙

∙ 05/19/2016

A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues

Sequential data often possesses a hierarchical structure with complex de...

0 Iulian Vlad Serban, et al. ∙

∙ 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...

0 The Theano Development Team, et al. ∙

∙ 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...

0 Iulian Vlad Serban, et al. ∙

∙ 12/17/2015

A Survey of Available Corpora for Building Data-Driven Dialogue Systems

During the past decade, several areas of speech and language understandi...

0 Iulian Vlad Serban, et al. ∙

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