Web Table Classification Based on Visual Features. - Babette Bühler; Heiko Paulheim (ICWE, 2021)

Automated Hand-Raising Detection in Classroom Videos: A View-Invariant and Occlusion-Robust Machine Learning Approach. - Babette Bühler; Ruikun Hou; Efe Bozkir; Patricia Goldberg; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (AIED, 2023)

Watch out for those bananas! Gaze Based Mario Kart Performance Classification. - Wolfgang Fuhl; Björn Severitt; Nora Castner; Babette Bühler; Johannes Meyer; Daniel Weber 003; Regine Lendway; Ruikun Hou; Enkelejda Kasneci (ETRA, 2023)

Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT. - Ruikun Hou; Tim Fütterer; Babette Bühler; Efe Bozkir; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (AIED (1), 2024)

Detecting Aware and Unaware Mind Wandering During Lecture Viewing: A Multimodal Machine Learning Approach Using Eye Tracking, Facial Videos and Physiological Data. - Babette Bühler; Efe Bozkir; Hannah Deininger; Patricia Goldberg; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (ICMI, 2024)

Multimodal Machine Learning for Automated Assessment of Attention-Related Processes during Learning. - Babette Bühler (CoRR, 2024)

On Task and in Sync: Examining the Relationship between Gaze Synchrony and Self-reported Attention During Video Lecture Learning. - Babette Bühler; Efe Bozkir; Hannah Deininger; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (Proc. ACM Hum. Comput. Interact., 2024)

Multimodal Machine Learning for Automated Assessment of Attention-Related Processes during Learning. - Babette Bühler (2024)

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach. - Ruikun Hou; Babette Bühler; Tim Fütterer; Efe Bozkir; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (EDM, 2025)

Can AI grade your essays? A comparative analysis of large language models and teacher ratings in multidimensional essay scoring. - Kathrin Seßler; Maurice Fürstenberg; Babette Bühler; Enkelejda Kasneci (LAK, 2025)

From the Lab to the Wild: Examining Generalizability of Video-based Mind Wandering Detection. - Babette Bühler; Efe Bozkir; Patricia Goldberg; Ömer Sümer; Sidney D'Mello; Peter Gerjets; Ulrich Trautwein; Enkelejda Kasneci (Int. J. Artif. Intell. Educ., 2025)

Conversational AI as a Catalyst for Informal Learning: An Empirical Large-Scale Study on LLM Use in Everyday Learning. - Nada Terzimehic; Babette Bühler; Enkelejda Kasneci (CoRR, 2025)