Vinitra Swamy
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
7
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | iLLuMinaTE: An LLM-XAI Framework Leveraging Social Science Explanation Theories Towards Actionable Student Performance Feedback. | Vinitra Swamy, Davide Romano, Bhargav Srinivasa Desikan, Oana-Maria Camburu, Tanja Kser |
| 2025 | EDM | The 2nd Human-Centric eXplainable AI in Education (HEXED) Workshop. | Vinitra Swamy, Jakub Kuzilek, Juan D. Pinto, Luc Paquette, Tanja Kser, Qianhui Liu, Lea Cohausz |
| 2025 | EMNLP | SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling. | Fares Fawzi, Vinitra Swamy, Dominik Glandorf, Tanya Nazaretsky, Tanja Kser |
| 2025 | ICLR | Intrinsic User-Centric Interpretability through Global Mixture of Experts. | Vinitra Swamy, Syrielle Montariol, Julian Blackwell, Jibril Frej, Martin Jaggi, Tanja Kser |
| 2024 | AIED | Interpret3C: Interpretable Student Clustering Through Individualized Feature Selection. | Isadora Salles, Paola Mejia-Domenzain, Vinitra Swamy, Julian Blackwell, Tanja Kser |
| 2024 | EDM | Student Answer Forecasting: Transformer-Driven Answer Choice Prediction for Language Learning. | Elena Grazia Gado, Tommaso Martorella, Luca Zunino, Paola Mejia-Domenzain, Vinitra Swamy, Jibril Frej, Tanja Kser |
| 2024 | EDM | Human-Centric eXplainable AI in Education (HEXED) Workshop. | Juan D. Pinto, Luc Paquette, Vinitra Swamy, Tanja Kser, Qianhui Liu, Lea Cohausz |
| 2024 | EDM | Preface. | Juan D. Pinto, Luc Paquette, Vinitra Swamy, Tanja Kser, Qianhui Liu, Lea Cohausz |
| 2023 | AAAI | Ripple: Concept-Based Interpretation for Raw Time Series Models in Education. | Mohammad Asadi, Vinitra Swamy, Jibril Frej, Julien Tuan Tu Vignoud, Mirko Marras, Tanja Kser |
| 2023 | EMNLP | Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance. | Thiemo Wambsganss, Xiaotian Su, Vinitra Swamy, Seyed Parsa Neshaei, Roman Rietsche, Tanja Kser |
| 2023 | LAK | Trusting the Explainers: Teacher Validation of Explainable Artificial Intelligence for Course Design. | Vinitra Swamy, Sijia Du, Mirko Marras, Tanja Kser |
| 2022 | COLING | Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling. | Thiemo Wambsganss, Vinitra Swamy, Roman Rietsche, Tanja Kser |
| 2022 | EDM | FATED 2022: Fairness, Accountability, and Transparency in Educational Data. | Collin F. Lynch, Mirko Marras, Mykola Pechenizkiy, Anna N. Rafferty, Steven Ritter, Vinitra Swamy, Renzhe Yu |
| 2022 | EDM | Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs. | Vinitra Swamy, Bahar Radmehr, Natasa Krco, Mirko Marras, Tanja Kser |
| 2018 | AIED | Deep Knowledge Tracing for Free-Form Student Code Progression. | Vinitra Swamy, Allen Guo, Samuel Lau, Wilton Wu, Madeline Wu, Zachary A. Pardos, David E. Culler |