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Multimodal Situational Awareness: Neuro-Symbolic AI for Real-Time HCI in the Classroom
/research/ai-institute/2025/05/02/multimodal-situational-awareness-neuro-symbolic-ai-real-time-hci-classroom
<span>Multimodal Situational Awareness: Neuro-Symbolic AI for Real-Time HCI in the Classroom</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-05-02T15:15:06-06:00" title="Friday, May 2, 2025 - 15:15">Fri, 05/02/2025 - 15:15</time>
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<div><p>Multimodal Situational Awareness: Neuro-Symbolic AI for Real-Time HCI in the Classroom</p><p>Authors: Zhu, Y., Khebour, I., Lai, K., Verhagen, M., Krishnaswamy, N., and Pustejovsky, J.</p><p>Publication Date: 2025</p><p>Publication Type: International Conference on Human-Computer Interaction (HCII). Springer.</p></div>
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TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues
/research/ai-institute/2025/05/02/trace-real-time-multimodal-common-ground-tracking-situated-collaborative-dialogues
<span>TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-05-02T15:06:34-06:00" title="Friday, May 2, 2025 - 15:06">Fri, 05/02/2025 - 15:06</time>
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<div><p>TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues</p><p>Authors: VanderHoeven, H., Bhalla, B., Khebour, I., Youngren, A., Venkatesha, V., Bradford, M., Fitzgerald, J., Mabrey, C., Tu, J., Zhu, Y., Lai, K., Jung, C., Pustejovsky, J., & Krishnaswamy, N.</p><p>Publication Date: 2025</p><p>Publication Type: In Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL).</p></div>
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The Relationship between Collaborative Problem-Solving Skills and Group-to Individual Learning Transfer in a Game-based Learning Environment
/research/ai-institute/2025/05/01/relationship-between-collaborative-problem-solving-skills-and-group-individual-learning
<span>The Relationship between Collaborative Problem-Solving Skills and Group-to Individual Learning Transfer in a Game-based Learning Environment</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-05-01T12:02:37-06:00" title="Thursday, May 1, 2025 - 12:02">Thu, 05/01/2025 - 12:02</time>
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<div><p>The Relationship between Collaborative Problem-Solving Skills and Group to Individual Learning Transfer in a Game-based Learning Environment</p><p>Authors: Sun, C., Shute, V., Stewart, A., & D鈥橫ello, S. K.</p><p>Publication Date: 2025</p><p>Publication Type: In Proceedings of the 2025 International Conference on Learning Analytics & Knowledge (LAK25) ACM.</p></div>
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Improving Tutor Discourse Practices via AI-Enhanced Coaching: A Piecewise Latent Growth Curve Modeling Approach
/research/ai-institute/2025/05/01/improving-tutor-discourse-practices-ai-enhanced-coaching-piecewise-latent-growth-curve
<span>Improving Tutor Discourse Practices via AI-Enhanced Coaching: A Piecewise Latent Growth Curve Modeling Approach</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-05-01T11:58:51-06:00" title="Thursday, May 1, 2025 - 11:58">Thu, 05/01/2025 - 11:58</time>
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<div><p>Improving Tutor Discourse Practices via AI-Enhanced Coaching: A Piecewise Latent Growth Curve Modeling Approach</p><p>Authors: Sawaya, S., Jacobs, J., Moulder, R., Milne, B., Fischaber, T., D'Mello, S. K.</p><p>Publication Date: 2025</p><p>Publication Type: 26th International Conference on Artificial Intelligence in Education (AIED 2025).</p></div>
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Frictive Policy Optimization for LLM Agent Interactions
/research/ai-institute/2025/05/01/frictive-policy-optimization-llm-agent-interactions
<span>Frictive Policy Optimization for LLM Agent Interactions</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-05-01T10:44:52-06:00" title="Thursday, May 1, 2025 - 10:44">Thu, 05/01/2025 - 10:44</time>
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<div><p>Frictive Policy Optimization for LLM Agent Interactions</p><p>Authors: Pustejovsky, J., & Krishnaswamy, N.</p><p>Publication Date: 2025</p><p>Publication Type: RAD-AI Workshop at <span>The 24th International Conference on Autonomous Agents and Multiagent Systems (</span>AAMAS 2025).</p></div>
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Understanding Collaborative Learning Processes and Outcomes Through Student Discourse Dynamics
/research/ai-institute/2025/05/01/understanding-collaborative-learning-processes-and-outcomes-through-student-discourse
<span>Understanding Collaborative Learning Processes and Outcomes Through Student Discourse Dynamics</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-05-01T10:40:54-06:00" title="Thursday, May 1, 2025 - 10:40">Thu, 05/01/2025 - 10:40</time>
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<div><p>Understanding Collaborative Learning Processes and Outcomes Through Student Discourse Dynamics</p><p>Authors: Park, S., Nixon, N., D'Mello, S. K., Shariff, D., & Choi, J.</p><p>Publication Date: 2025</p><p>Publication Type: Proceedings of the 15th International Learning Analytics and Knowledge Conference (LAK 2025).</p></div>
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Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement
/research/ai-institute/2025/05/01/speech-not-enough-interpreting-nonverbal-indicators-common-knowledge-and-engagement
<span>Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-05-01T10:34:59-06:00" title="Thursday, May 1, 2025 - 10:34">Thu, 05/01/2025 - 10:34</time>
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<div><p>Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement</p><p>Authors: Palmer, D., Zhu, Y., Lai, K., VanderHoeven, H., Bradford, M., Khebour, I., Mabrey, C., Fitzgerald, J., Zilong Li, Krishnaswamy, N., Palmer, M., and Pustejovsky, J.</p><p>Publication Date: 2025</p><p>Publication Type: In AAAI Conference on Artificial Intelligence (AAAI): Demos Program. AAAI.</p></div>
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Efficacy of a Computer Tutor that Models Expert Human Tutors
/research/ai-institute/2025/05/01/efficacy-computer-tutor-models-expert-human-tutors
<span>Efficacy of a Computer Tutor that Models Expert Human Tutors</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-05-01T10:28:56-06:00" title="Thursday, May 1, 2025 - 10:28">Thu, 05/01/2025 - 10:28</time>
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<div><p>Efficacy of a Computer Tutor that Models Expert Human Tutors</p><p>Authors: Olney, A., D'Mello, S. K., Person, N., Cade, W., Hays, P., Dempsey, C., Lehman, B., Sanders, B., & Graesser, A.</p><p>Publication Date: 2025</p><p>Publication Type: 26th International Conference on Artificial Intelligence in Education (AIED 2025).</p></div>
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Feature Contributions to Multimodal Interpretation of Meaning
/research/ai-institute/2025/04/30/feature-contributions-multimodal-interpretation-meaning
<span>Feature Contributions to Multimodal Interpretation of Meaning</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-04-30T19:29:52-06:00" title="Wednesday, April 30, 2025 - 19:29">Wed, 04/30/2025 - 19:29</time>
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<div><p>Feature Contributions to Multimodal Interpretation of Meaning</p><p>Authors: Khebour, I., Jung, C., Fitzgerald, J., Jamil, H., and Krishnaswamy, N.</p><p>Publication Date: 2025</p><p>Publication Type: International Conference on Human-Computer Interaction (HCII). Springer.</p></div>
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Multi-modal Speech Transformer Decoders: When Do Multiple Modalities Improve Accuracy?
/research/ai-institute/2025/04/30/multi-modal-speech-transformer-decoders-when-do-multiple-modalities-improve-accuracy
<span>Multi-modal Speech Transformer Decoders: When Do Multiple Modalities Improve Accuracy?</span>
<span><span>Amy Corbitt</span></span>
<span><time datetime="2025-04-30T18:58:41-06:00" title="Wednesday, April 30, 2025 - 18:58">Wed, 04/30/2025 - 18:58</time>
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<div><p>Multi-modal Speech Transformer Decoders: When Do Multiple Modalities Improve Accuracy?</p><p>Authors: Guan, Y., Trinh, V.A., Voleti, V., and Whitehill, J.</p><p>Publication Date: 2025</p><p>Publication Type: IEEE International Conference on Multimedia & Expo<br>(ICME 2025). </p></div>
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