Sami Baral

20 papers A 2B 8C 1Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images.
NAACL (Long Papers)
Sami Baral, Li Lucy, Ryan Knight, Alice Ng, Luca Soldaini, Neil T. Heffernan, Kyle Lo
2025 J jnl
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images.
CoRR
Sami Baral, Li Lucy, Ryan Knight, Alice Ng, Luca Soldaini, Neil T. Heffernan, Kyle Lo
2025 J jnl
Math-LLMs: AI Cyberinfrastructure with Pre-trained Transformers for Math Education.
Int. J. Artif. Intell. Educ.
Fan Zhang, Chenglu Li, Owen Henkel, Wanli Xing, Sami Baral, Neil T. Heffernan, Hai Li
2024 B conf
Automated Assessment in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses.
EDM
Sami Baral, Eamon Worden, Wen-Chiang Lim, Zhuang Luo, Christopher Santorelli, Ashish Gurung
2024 A conf
Automated Feedback for Student Math Responses Based on Multi-Modality and Fine-Tuning.
LAK
Hai Li, Chenglu Li, Wanli Xing, Sami Baral, Neil T. Heffernan
2024 J jnl
Automated Feedback in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses.
CoRR
Sami Baral, Eamon Worden, Wen-Chiang Lim, Zhuang Luo, Christopher Santorelli, Ashish Gurung, Neil T. Heffernan
2024 — conf
Automatic Short Answer Grading in College Mathematics Using In-Context Meta-learning: An Evaluation of the Transferability of Findings.
AIED Companion (1)
Michael Smalenberger, Elham Sohrabi, Mengxue Zhang, Sami Baral, Kelly Smalenberger, Andrew S. Lan, Neil T. Heffernan
2024 B conf
From Reaction to Anticipation: Predicting Future Affect.
EDM
Andres Felipe Zambrano, Ryan S. Baker, Sami Baral, Neil T. Heffernan, Andrew S. Lan
2023 B conf
Auto-scoring Student Responses with Images in Mathematics.
EDM
Sami Baral, Anthony Botelho, Abhishek Santhanam, Ashish Gurung, Li Cheng, Neil T. Heffernan
2023 B conf
How Common are Common Wrong Answers? Crowdsourcing Remediation at Scale.
L@S
Ashish Gurung, Sami Baral, Morgan P. Lee, Adam C. Sales, Aaron Haim, Kirk P. Vanacore, Andrew A. McReynolds, Hilary Kreisberg, Cristina Heffernan, Neil T. Heffernan
2023 A conf
Identification, Exploration, and Remediation: Can Teachers Predict Common Wrong Answers?
LAK
Ashish Gurung, Sami Baral, Kirk P. Vanacore, Andrew A. McReynolds, Hilary Kreisberg, Anthony F. Botelho, Stacy T. Shaw, Neil T. Heffernan
2023 — conf
Investigating Patterns of Tone and Sentiment in Teacher Written Feedback Messages.
AIED (Posters/Late Breaking Results/...)
Sami Baral, Anthony F. Botelho, Abhishek Santhanam, Ashish Gurung, John A. Erickson, Neil T. Heffernan
2023 J jnl
Leveraging natural language processing to support automated assessment and feedback for student open responses in mathematics.
J. Comput. Assist. Learn.
Anthony Botelho, Sami Baral, John A. Erickson, Priyanka Benachamardi, Neil T. Heffernan
2022 B conf
Automatic Short Math Answer Grading via In-context Meta-learning.
EDM
Mengxue Zhang, Sami Baral, Neil T. Heffernan, Andrew S. Lan
2022 J jnl
Automatic Short Math Answer Grading via In-context Meta-learning.
CoRR
Mengxue Zhang, Sami Baral, Neil T. Heffernan, Andrew S. Lan
2022 C conf
Considerate, Unfair, or Just Fatigued? Examining Factors that Impact Teacher.
ICCE
Ashish Gurung, Anthony Botelho, Russell Thompson, Adam Sales, Sami Baral, Neil T. Heffernan
2022 — conf
Enhancing Auto-scoring of Student Open Responses in the Presence of Mathematical Terms and Expressions.
AIED (1)
Sami Baral, Karthik Seetharaman, Anthony F. Botelho, Anzhuo Wang, George T. Heineman, Neil T. Heffernan
2022 B conf
Improving Automated Assessment and Feedback for Student Open-responses in Mathematics.
EDM
Sami Baral
2022 B conf
Leveraging Auxiliary Data from Similar Problems to Improve Automatic Open Response Scoring.
EDM
Raysa Rivera-Bergollo, Sami Baral, Anthony Botelho, Neil T. Heffernan
2021 B conf
Improving Automated Scoring of Student Open Responses in Mathematics.
EDM
Sami Baral, Anthony F. Botelho, John A. Erickson, Priyanka Benachamardi, Neil T. Heffernan