From Explanations to Action: A Zero-Shot, Theory-Driven LLM Framework for Student Performance Feedback
Swamy, Vinitra, Romano, Davide, Desikan, Bhargav Srinivasa, Camburu, Oana-Maria, Käser, Tanja
Year of Publication 12.09.2024
Year of Publication 12.09.2024
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Journal Article
Student Answer Forecasting: Transformer-Driven Answer Choice Prediction for Language Learning
Gado, Elena Grazia, Martorella, Tommaso, Zunino, Luca, Mejia-Domenzain, Paola, Swamy, Vinitra, Frej, Jibril, Käser, Tanja
Year of Publication 30.05.2024
Year of Publication 30.05.2024
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Journal Article
Interpret3C: Interpretable Student Clustering Through Individualized Feature Selection
Salles, Isadora, Mejia-Domenzain, Paola, Swamy, Vinitra, Blackwell, Julian, Käser, Tanja
Year of Publication 28.05.2024
Year of Publication 28.05.2024
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Journal Article
Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs
Swamy, Vinitra, Radmehr, Bahar, Krco, Natasa, Marras, Mirko, Käser, Tanja
Year of Publication 01.07.2022
Year of Publication 01.07.2022
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Journal Article
InterpretCC: Intrinsic User-Centric Interpretability through Global Mixture of Experts
Swamy, Vinitra, Montariol, Syrielle, Blackwell, Julian, Frej, Jibril, Jaggi, Martin, Käser, Tanja
Year of Publication 05.02.2024
Year of Publication 05.02.2024
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Journal Article
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance
Wambsganss, Thiemo, Su, Xiaotian, Swamy, Vinitra, Neshaei, Seyed Parsa, Rietsche, Roman, Käser, Tanja
Year of Publication 06.11.2023
Year of Publication 06.11.2023
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Journal Article
RIPPLE: Concept-Based Interpretation for Raw Time Series Models in Education
Asadi, Mohammad, Swamy, Vinitra, Frej, Jibril, Vignoud, Julien, Marras, Mirko, Käser, Tanja
Year of Publication 02.12.2022
Year of Publication 02.12.2022
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Journal Article
MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks
Swamy, Vinitra, Satayeva, Malika, Frej, Jibril, Bossy, Thierry, Vogels, Thijs, Jaggi, Martin, Käser, Tanja, Hartley, Mary-Anne
Year of Publication 25.09.2023
Year of Publication 25.09.2023
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Journal Article