| 2022 | Mirroring to Encourage Online Group Participation and Scaffold Collaboration. | Adetunji Adeniran, Judith Masthoff |
| 2022 | Eye to Eye: Gaze Patterns Predict Remote Collaborative Problem Solving Behaviors in Triads. | Angelina Abitino, Samuel L. Pugh, Candace E. Peacock, Sidney K. D'Mello |
| 2022 | Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition and Transfer. | Mark Abdelshiheed, John Wesley Hostetter, Xi Yang, Tiffany Barnes, Min Chi |
| 2021 | An Ensemble Approach for Question-Level Knowledge Tracing. | Aayesha Zia, Jalal Nouri, Muhammad Afzaal, Yongchao Wu, Xiu Li, Rebecka Weegar |
| 2021 | "Now, I Want to Teach It for Real!": Introducing Machine Learning as a Scientific Discovery Tool for K-12 Teachers. | Xiaofei Zhou, Jingwan Tang, Michael Daley, Saad Ahmad, Zhen Bai |
| 2021 | Investigating Students' Experiences with Collaboration Analytics for Remote Group Meetings. | Qi Zhou, Wannapon Suraworachet, Stanislav Pozdniakov, Roberto Martnez Maldonado, Tom Bartindale, Peter Chen, Dan Richardson, Mutlu Cukurova |
| 2021 | Different Modality, Different Design, Different Results: Exploring Self-regulated Learner Clusters' Engagement Behaviours at Individual, Group and Cohort Activities. | Qi Zhou, Wannapon Suraworachet, Mutlu Cukurova |
| 2021 | A Comparison of Hints vs. Scaffolding in a MOOC with Adult Learners. | Yiqiu Zhou, Juan Miguel L. Andres-Bray, Stephen Hutt, Korinn Ostrow, Ryan S. Baker |
| 2021 | Using Adaptive Experiments to Rapidly Help Students. | Angela M. Zavaleta Bernuy, Qi Yin Zheng, Hammad Shaikh, Jacob Nogas, Anna N. Rafferty, Andrew Petersen, Joseph Jay Williams |
| 2021 | Back to the Origin: An Intelligent System for Learning Chinese Characters. | Jinglei Yu, Jiachen Song, Yu Lu, Shengquan Yu |
| 2021 | Self-paced Graph Memory Network for Student GPA Prediction and Abnormal Student Detection. | Yue Yun, Huan Dai, Ruoqi Cao, Yupei Zhang, Xuequn Shang |
| 2021 | Individualization of Bayesian Knowledge Tracing Through Elo-infusion. | Michael Yudelson |
| 2021 | Contextual Definition Generation. | Jeffrey T. Yarbro, Andrew M. Olney |
| 2021 | WikiMorph: Learning to Decompose Words into Morphological Structures. | Jeffrey T. Yarbro, Andrew M. Olney |
| 2021 | Temporal Processes Associating with Procrastination Dynamics. | Mengfan Yao, Shaghayegh Sahebi, Reza Feyzi-Behnagh, Semih Bursali, Siqian Zhao |
| 2021 | Dyadic Joint Visual Attention Interaction in Face-to-face Collaborative Problem-solving at K-12 Maths Education: A Multimodal Approach. | Chiao-Wei Yang, Mutlu Cukurova, Kaska Porayska-Pomsta |
| 2021 | Automatic Task Requirements Writing Evaluation via Machine Reading Comprehension. | Shiting Xu, Guowei Xu, Peilei Jia, Wenbiao Ding, Zhongqin Wu, Zitao Liu |
| 2021 | A Word Embeddings Based Clustering Approach for Collaborative Learning Group Formation. | Yongchao Wu, Jalal Nouri, Xiu Li, Rebecka Weegar, Muhammad Afzaal, Aayesha Zia |
| 2021 | Contextual Safeguarding in Education: Bayesian Network Risk Analysis for Decision Support. | Matthew Woodruff, Graham Feek |
| 2021 | Toward Stable Asymptotic Learning with Simulated Learners. | Daniel Weitekamp III, Erik Harpstead, Kenneth R. Koedinger |
| 2021 | A Relationship Selection Task (short paper). | Andrew E. Waters, Vinay K. Chaudhri, Debshila Basu Mallick, Richard G. Baraniuk |
| 2021 | AI-Powered Teaching Behavior Analysis by Using 3D-MobileNet and Statistical Optimization. | Ruhan Wang, Jiahao Lyu, Qingyun Xiong, Junqi Guo |
| 2021 | Assessment2Vec: Learning Distributed Representations of Assessments to Reduce Marking Workload. | Shuang Wang, Amin Beheshti, Yufei Wang, Jianchao Lu, Quan Z. Sheng, Stephen Elbourn, Hamid Alinejad-Rokny, Elizabeth Galanis |
| 2021 | A Machine Learning-Based External Assessment Engine for GIFT to Support Team Training in Dismounted Battle Drill Operations. | Caleb Vatral, Naveeduddin Mohammed, Gautam Biswas |
| 2021 | Teaching Underachieving Algebra Students to Construct Models Using a Simple Intelligent Tutoring System. | Kurt VanLehn, Fabio Milner, Chandrani Banerjee, Jon Wetzel |