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09/20/2023
TrueLearn: A Python Library for Personalised Informational Recommendations with (Implicit) Feedback
This work describes the TrueLearn Python library, which contains a famil...
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05/13/2023
Scalable Educational Question Generation with Pre-trained Language Models
The automatic generation of educational questions will play a key role i...
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12/07/2022
Pre-Training With Scientific Text Improves Educational Question Generation
With the boom of digital educational materials and scalable e-learning s...
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10/18/2022
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts
Extracting useful information from the user history to clearly understan...
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06/22/2022
Can Population-based Engagement Improve Personalisation? A Novel Dataset and Experiments
This work explores how population-based engagement prediction can addres...
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01/10/2022
Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?
Prior research has shown how 'content preview tools' improve speed and a...
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12/08/2021
Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems
In informational recommenders, many challenges arise from the need to ha...
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12/03/2021
Could AI Democratise Education? Socio-Technical Imaginaries of an EdTech Revolution
Artificial Intelligence (AI) in Education has been said to have the pote...
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11/16/2021
An AI-based Learning Companion Promoting Lifelong Learning Opportunities for All
Artifical Intelligence (AI) in Education has great potential for buildin...
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09/03/2021
PEEK: A Large Dataset of Learner Engagement with Educational Videos
Educational recommenders have received much less attention in comparison...
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11/02/2020
VLEngagement: A Dataset of Scientific Video Lectures for Evaluating Population-based Engagement
With the emergence of e-learning and personalised education, the product...
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05/31/2020
Predicting Engagement in Video Lectures
The explosion of Open Educational Resources (OERs) in the recent years c...
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12/03/2019
Towards an Integrative Educational Recommender for Lifelong Learners
One of the most ambitious use cases of computer-assisted learning is to ...
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11/21/2019