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07/01/2023
The future of human-centric eXplainable Artificial Intelligence (XAI) is not post-hoc explanations
Explainable Artificial Intelligence (XAI) plays a crucial role in enabli...
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07/01/2023
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models
Natural Language Feedback (NLF) is an increasingly popular avenue to ali...
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06/17/2023
Understanding Revision Behavior in Adaptive Writing Support Systems for Education
Revision behavior in adaptive writing support systems is an important an...
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05/26/2023
Visualizing Self-Regulated Learner Profiles in Dashboards: Design Insights from Teachers
Flipped Classrooms (FC) are a promising teaching strategy, where student...
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12/20/2022
Protected Attributes Tell Us Who, Behavior Tells Us How: A Comparison of Demographic and Behavioral Oversampling for Fair Student Success Modeling
Algorithms deployed in education can shape the learning experience and s...
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12/17/2022
Trusting the Explainers: Teacher Validation of Explainable Artificial Intelligence for Course Design
Deep learning models for learning analytics have become increasingly pop...
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12/16/2022
Do Not Trust a Model Because It is Confident: Uncovering and Characterizing Unknown Unknowns to Student Success Predictors in Online-Based Learning
Student success models might be prone to develop weak spots, i.e., examp...
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12/02/2022
Ripple: Concept-Based Interpretation for Raw Time Series Models in Education
Time series is the most prevalent form of input data for educational pre...
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09/21/2022
Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling
Natural Language Processing (NLP) has become increasingly utilized to pr...
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07/04/2022
Generalisable Methods for Early Prediction in Interactive Simulations for Education
Interactive simulations allow students to discover the underlying princi...
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07/01/2022
Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs
Neural networks are ubiquitous in applied machine learning for education...
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04/25/2022
Meta Transfer Learning for Early Success Prediction in MOOCs
Despite the increasing popularity of massive open online courses (MOOCs)...
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06/07/2018