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Speaker Diarization in the Classroom: How Much Does Each Student Speak in Group Discussions?Authors: Wang, J., Dudy, S., He, X., Wang, Z., Southwell, R., & Whitehill, J.Publication Date: 2024Publication Type: Proceedings of the 17th

Multimodal Situational Awareness: Neuro-Symbolic AI for Real-Time HCI in the ClassroomAuthors: Zhu, Y., Khebour, I., Lai, K., Verhagen, M., Krishnaswamy, N., and Pustejovsky, J.Publication Date: 2025Publication Type: International Conference on

TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative DialoguesAuthors: VanderHoeven, H., Bhalla, B., Khebour, I., Youngren, A., Venkatesha, V., Bradford, M., Fitzgerald, J., Mabrey, C., Tu, J., Zhu, Y., Lai, K., Jung, C.,

Multimodal Design for Interactive Collaborative Problem-Solving Support (In: Kurosu, M., Hashizume, A.)Authors: VanderHoeven, H., Bradford, M., Jung, C., Khebour, I., Lai, K., Pustejovsky, J., Krishnaswamy, N., Blanchard, N.Publication Date:

GLAMR: Augmenting AMR with GL-VerbNet Event StructureAuthors: Tu, J., Obiso, T., Ye, B., Rim, K., Xu, K., Yue, L., Brown, S., Palmer, M., & Pustejovsky, J.Publication Date: 2024Publication Type: Proceedings of the 2024 Joint International

Linguistically Conditioned Semantic Textual SimilarityAuthors: Tu, J., Xu, K., Yue, L., Ye, B., Rim, K. and Pustejovsky, J.Publication Date: 2024Publication Type: In Proceedings of the 62nd Annual Meeting of the Association for Computational

Lexical Event Models for Multimodal Dialogues (In: Kurosu, M., Hashizume, A.)Authors: Pustejovsky, J. and Zhu, Y.Publication Date: 2024Publication Type: Human-Computer Interaction. HCII 2024. Lecture Notes in Computer Science, vol 14684. Springer,

Frictive Policy Optimization for LLM Agent InteractionsAuthors: Pustejovsky, J., & Krishnaswamy, N.Publication Date: 2025Publication Type: RAD-AI Workshop at The 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS

"Keep up the good work!": Using Constraints in Zero Shot Prompting to Generate Supportive Teacher ResponsesAuthors: Perkoff, M., Ramirez, A., Von Bayern, S., Walker, M., Martin, J.Publication Date: 2025Publication Type: In the 25th Meeting of the

Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and EngagementAuthors: Palmer, D., Zhu, Y., Lai, K., VanderHoeven, H., Bradford, M., Khebour, I., Mabrey, C., Fitzgerald, J., Zilong Li, Krishnaswamy, N., Palmer, M., and