| 2025 | COLING | Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse. | Jie Cao, Abhijit Suresh, Jennifer Jacobs, Charis Clevenger, Amanda Howard, Chelsea Brown, Brent Milne, Tom Fischaber, Tamara Sumner, James H. Martin |
| 2025 | EDM | Towards Actionable Pedagogical Feedback: A Multi-Perspective Analysis of Mathematics Teaching and Tutoring Dialogue. | Jannatun Naim, Jie Cao, Fareen Tasneem, Jennifer Jacobs, Brent Milne, James H. Martin, Tamara Sumner |
| 2022 | LREC | The TalkMoves Dataset: K-12 Mathematics Lesson Transcripts Annotated for Teacher and Student Discursive Moves. | Abhijit Suresh, Jennifer Jacobs, Charis Harty, Margaret Perkoff, James H. Martin, Tamara Sumner |
| 2021 | AIED | Using AI to Promote Equitable Classroom Discussions: The TalkMoves Application. | Abhijit Suresh, Jennifer Jacobs, Charis Clevenger, Vivian Lai, Chenhao Tan, James H. Martin, Tamara Sumner |
| 2020 | ICER | Opening the Black Box: Investigating Student Understanding of Data Displays Using Programmable Sensor Technology. | Alexandra Gendreau Chakarov, Quentin Biddy, Jennifer Jacobs, Mimi Recker, Tamara Sumner |
| 2019 | AAAI | Automating Analysis and Feedback to Improve Mathematics Teachers' Classroom Discourse. | Abhijit Suresh, Tamara Sumner, Jennifer Jacobs, Bill Foland, Wayne H. Ward |
| 2019 | CHI | Designing an Informal Learning Curriculum to Develop 3D Modeling Knowledge and Improve Spatial Thinking Skills. | Srinjita Bhaduri, Katie Van Horne, Tamara Sumner |
| 2019 | SIGCSE | Designing a Middle School Science Curriculum that Integrates Computational Thinking and Sensor Technology. | Alexandra Gendreau Chakarov, Mimi Recker, Jennifer Jacobs, Katie Van Horne, Tamara Sumner |
| 2017 | LAK | Using learning analytics in iterative design of a digital modeling tool. | David Quigley, Conor McNamara, Tamara Sumner |
| 2017 | LAK | Scientific modeling: using learning analytics to examine student practices and classroom variation. | David Quigley, Jonathan L. Ostwald, Tamara Sumner |
| 2016 | EDM | Exploring Social Influence on the Usage of Resources in an Online Learning Community. | Ogheneovo Dibie, Tamara Sumner, Keith E. Maull, David Quigley |
| 2016 | EDM | Equity of Learning Opportunities in the Chicago City of Learning Program. | David Quigley, Ogheneovo Dibie, Md. Arafat Sultan, Katie Van Horne, William R. Penuel, Tamara Sumner, Ugochi Acholonu, Nichole Pinkard |
| 2016 | NAACL | Bayesian Supervised Domain Adaptation for Short Text Similarity. | Md. Arafat Sultan, Jordan L. Boyd-Graber, Tamara Sumner |
| 2016 | NAACL | Fast and Easy Short Answer Grading with High Accuracy. | Md. Arafat Sultan, Cristobal Salazar, Tamara Sumner |
| 2015 | EMNLP | Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment. | Md. Arafat Sultan, Steven Bethard, Tamara Sumner |
| 2013 | EDM | Toward Predicting Test Score Gains With Online Behavior Data of Teachers. | Keith E. Maull, Tamara Sumner |
| 2010 | EDM | Online Curriculum Planning Behavior of Teachers. | Keith E. Maull, Manuel Gerardo Saldivar, Tamara Sumner |
| 2010 | EDM | Observing Online Curriculum Planning Behavior of Teachers. | Keith E. Maull, Manuel Gerardo Saldivar, Tamara Sumner |
| 2010 | ITS | Conceptual Personalization Technology: Promoting Effective Self-directed, Online Learning. | Kirsten R. Butcher, Tamara Sumner, Keith E. Maull, Ifeyinwa Okoye |
| 2010 | ITS | Algorithms for Robust Knowledge Extraction in Learning Environments. | Ifeyinwa Okoye, Keith E. Maull, Tamara Sumner |
| 2010 | ITS | Open Educational Resource Assessments (OPERA). | Tamara Sumner, Kirsten R. Butcher, Philipp G. Wetzler |
| 2009 | WWW | Automatically assessing resource quality for educational digital libraries. | Philipp G. Wetzler, Steven Bethard, Kirsten R. Butcher, James H. Martin, Tamara Sumner |
| 2008 | ACL | Extractive Summaries for Educational Science Content. | Sebastian de la Chica, Faisal Ahmad, James H. Martin, Tamara Sumner |
| 2008 | CHI | A latent semantic analysis methodology for the identification and creation of personas. | Tomasz Miaskiewicz, Tamara Sumner, Kenneth A. Kozar |
| 2008 | COLING | Pedagogically Useful Extractive Summaries for Science Education. | Sebastian de la Chica, Faisal Ahmad, James H. Martin, Tamara Sumner |
| 1998 | CHI | From Documents to Discourse: Shifting Conceptions of Scholarly Publishing. | Tamara Sumner, Simon Buckingham Shum |
| 1998 | CHI | New Media, New Practices: Experiences in Open Learning Course Design. | Tamara Sumner, Josie Taylor |
| 1997 | CHI | The Cognitive Ergonomics of Knowledge-Based Design Support Systems. | Tamara Sumner, Nathalie Bonnardel, Benedikte Harstad Kallk |
| 1995 | CHI | The High-Tech Toolbelt: A Study of Designers in the Workplace. | Tamara Sumner |
| 1994 | AVI | Programming as Problem Solving: A Participatory Theater Approach. | Alexander Repenning, Tamara Sumner |
| 1993 | CHI | Embedding computer-based critics in the contexts of design. | Gerhard Fischer, Kumiyo Nakakoji, Jonathan L. Ostwald, Gerry Stahl, Tamara Sumner |
| 1992 | CHI | Agentsheets: a tool for building visual programming environments. | Alexander Repenning, Tamara Sumner |
| 1992 | CHI | Iterative design of a voice dialog design environment. | Tamara Sumner, Susan E. Davies, Andreas C. Lemke, Peter G. Polson |
| 1992 | SAC | Using Agentsheets to create a voice dialog design environment. | Alexander Repenning, Tamara Sumner |