Clayton Cohn

29 papers A* 2A 6B 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A conf
A Novel Approach to Evaluating the Effectiveness of Large Language Models for Multimodal Analysis of Embodied Learning in Classrooms.
LAK
Joyce Horn Fonteles, Nithin Sivakumaran, Clayton Cohn, Austin Coursey, Shoubin Yu, Elias Stengel-Eskin, Ashwin T. S., Mohit Bansal, Gautam Biswas
2026 A* conf
A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents.
AAAI
Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas
2026 J jnl
BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation.
CoRR
Hanchen David Wang, Clayton Cohn, Zifan Xu, Siyuan Guo, Gautam Biswas, Meiyi Ma
2026 J jnl
Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents.
CoRR
Clayton Cohn, Siyuan Guo, Surya Rayala, Hanchen David Wang, Naveeduddin Mohammed, Umesh Timalsina, Shruti Jain, Angela Eeds, Menton M. Deweese, Pamela Osborn Popp, Rebekah Stanton, Shakeera Walker, Meiyi Ma, Gautam Biswas
2026 J jnl
Science Literacy: Generative AI as Enabler of Coherence in the Teaching, Learning, and Assessment of Scientific Knowledge and Reasoning.
CoRR
Xiaoming Zhai, James W. Pellegrino, Matias Rojas, Jongchan Park, Matthew Nyaaba, Clayton Cohn, Gautam Biswas
2026 A conf
The Role of LLM-Powered Conversational Agents in Supporting Inquiry in a Narrative-Centered Learning Environment: A Learning Analytics Study.
LAK
Namrata Srivastava, Megan Humburg, Sarah K. Burriss, Shruti Jain, Clayton Cohn, Yeo Jin Kim, Umesh Timalsina, Joshua A. Danish, Cindy E. Hmelo-Silver, Krista D. Glazewski, James C. Lester, Gautam Biswas
2026 A conf
Using Large Language Models to Detect Socially Shared Regulation of Collaborative Learning.
LAK
Jiayi Zhang, Conrad Borchers, Clayton Cohn, Namrata Srivastava, Caitlin Snyder, Siyuan Guo, Ashwin T. S., Naveeduddin Mohammed, Haley Noh, Gautam Biswas
2026 J jnl
Using Large Language Models to Detect Socially Shared Regulation of Collaborative Learning.
CoRR
Jiayi Zhang, Conrad Borchers, Clayton Cohn, Namrata Srivastava, Caitlin Snyder, Siyuan Guo, T. S. Ashwin, Naveeduddin Mohammed, Hae Young Noh, Gautam Biswas
2025 J jnl
A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents.
CoRR
Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas
2025 J jnl
A multimodal approach to support teacher, researcher and AI collaboration in STEM+C learning environments.
Br. J. Educ. Technol.
Clayton Cohn, Caitlin Snyder, Joyce Horn Fonteles, Ashwin T. S., Justin Montenegro, Gautam Biswas
2025 J jnl
CoTAL: Human-in-the-Loop Prompt Engineering, Chain-of-Thought Reasoning, and Active Learning for Generalizable Formative Assessment Scoring.
CoRR
Clayton Cohn, Nicole Hutchins, Ashwin T. S., Gautam Biswas
2025 J jnl
Comparing Text Augmentation by GPT-3.5 and Llama3 for Evaluating Student Responses.
Int. J. Artif. Intell. Educ.
Keith Cochran, Clayton Cohn, Jean-François Rouet, Peter M. Hastings
2025 J jnl
LearnLens: An AI-Enhanced Dashboard to Support Teachers in Open-Ended Classrooms.
CoRR
Namrata Srivastava, Shruti Jain, Clayton Cohn, Naveeduddin Mohammed, Umesh Timalsina, Gautam Biswas
2025 J jnl
Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG).
CoRR
Clayton Cohn, Surya Rayala, Caitlin Snyder, Joyce Horn Fonteles, Shruti Jain, Naveeduddin Mohammed, Umesh Timalsina, Sarah K. Burriss, Ashwin T. S., Namrata Srivastava, Menton M. Deweese, Angela Eeds, Gautam Biswas
2024 A* conf
A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students' Formative Assessment Responses in Science.
AAAI
Clayton Cohn, Nicole Hutchins, Tuan Le, Gautam Biswas
2024 J jnl
A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students' Formative Assessment Responses in Science.
CoRR
Clayton Cohn, Nicole Hutchins, Tuan Le, Gautam Biswas
2024 A conf
Analyzing Students Collaborative Problem-Solving Behaviors in Synergistic STEM+C Learning.
LAK
Caitlin Snyder, Nicole M. Hutchins, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas
2024 — ed.
Joint Proceedings of the Human-Centric eXplainable AI in Education and the Leveraging Large Language Models for Next Generation Educational Technologies Workshops (HEXED-L3MNGET 2024) co-located with 17th International Conference on Educational Data Mining (EDM 2024), Atlanta, Georgia, USA, July 14, 2024.
HEXED/L3MNGET@EDM
Juan D. Pinto, Eamon Worden, Anthony Botelho, Lea Cohausz, Clayton Cohn, Mingyu Feng, Neil T. Heffernan, Arto Hellas, Lan Jiang, David Joyner, Tanja Käser, Juho Kim, Andrew S. Lan, Chenglu Li, Joshua Littenberg-Tobias, Qianhui Liu, Christopher MacLellan, Steven Moore, Maciej Pankiewicz, Luc Paquette, Zach A. Pardos, Anna N. Rafferty, Adish Singla, Shashank Sonkar, Vinitra Swamy, Rose E. Wang, Candace A. Walkington
2024 B conf
Leveraging Large Language Models for Next-Generation Educational Technologies.
EDM
Neil T. Heffernan, Rose E. Wang, Christopher MacLellan, Arto Hellas, Chenglu Li, Candace A. Walkington, Joshua Littenberg-Tobias, David Joyner, Steven Moore, Adish Singla, Zach A. Pardos, Maciej Pankiewicz, Juho Kim, Shashank Sonkar, Clayton Cohn, Anthony Botelho, Andrew S. Lan, Lan Jiang, Mingyu Feng, Tanja Käser, Eamon Worden
2024 J jnl
Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review.
CoRR
Clayton Cohn, Eduardo Davalos, Caleb Vatral, Joyce Horn Fonteles, Hanchen David Wang, Meiyi Ma, Gautam Biswas
2024 J jnl
Towards A Human-in-the-Loop LLM Approach to Collaborative Discourse Analysis.
CoRR
Clayton Cohn, Caitlin Snyder, Justin Montenegro, Gautam Biswas
2024 — conf
Towards a Human-in-the-Loop LLM Approach to Collaborative Discourse Analysis.
AIED Companion (2)
Clayton Cohn, Caitlin Snyder, Justin Montenegro, Gautam Biswas
2024 J jnl
Using BERT to Identify Causal Structure in Students' Scientific Explanations.
Int. J. Artif. Intell. Educ.
Keith Cochran, Clayton Cohn, Peter M. Hastings, Noriko Tomuro, Simon Hughes
2023 A conf
Identifying Gaze Behavior Evolution via Temporal Fully-Weighted Scanpath Graphs.
LAK
Eduardo Davalos, Caleb Vatral, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas, Naveeduddin Mohammed, Madison Lee, Daniel T. Levin
2023 A conf
Improving Automated Evaluation of Student Text Responses Using GPT-3.5 for Text Data Augmentation.
AIED
Keith Cochran, Clayton Cohn, Jean-François Rouet, Peter M. Hastings
2023 — conf
Improving NLP Model Performance on Small Educational Data Sets Using Self-Augmentation.
CSEDU (1)
Keith Cochran, Clayton Cohn, Peter M. Hastings
2023 — conf
Prediction of Students' Self-confidence Using Multimodal Features in an Experiential Nurse Training Environment.
AIED (Posters/Late Breaking Results/...)
Caleb Vatral, Madison Lee, Clayton Cohn, Eduardo Davalos, Daniel T. Levin, Gautam Biswas
2022 — conf
Improving Automated Evaluation of Formative Assessments with Text Data Augmentation.
AIED (1)
Keith Cochran, Clayton Cohn, Nicole Hutchins, Gautam Biswas, Peter M. Hastings
2022 J jnl
Using the DiCoT framework for integrated multimodal analysis in mixed-reality training environments.
Frontiers Artif. Intell.
Caleb Vatral, Gautam Biswas, Clayton Cohn, Eduardo Davalos, Naveeduddin Mohammed