Scholar
Shashank Sonkar
Google Scholar ID: 4Rv56n4AAAAJ
Assistant Professor at University of Central Florida
Natural Language Processing
Machine Learning
Artificial Intelligence in Education
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Citations & Impact
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Citations
323
H-index
9
i10-index
9
Publications
20
Co-authors
20
list available
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Publications
12 items
Simulating Students or Sycophantic Problem Solving? On Misconception Faithfulness of LLM Simulators
2026
Cited
0
Misconception Acquisition Dynamics in Large Language Models
2026
Cited
0
When Can We Trust LLM Graders? Calibrating Confidence for Automated Assessment
2026
Cited
0
Circuit Complexity of Hierarchical Knowledge Tracing and Implications for Log-Precision Transformers
2026
Cited
0
Can LLMs Model Incorrect Student Reasoning? A Case Study on Distractor Generation
2026
Cited
0
Scalable Generation and Validation of Isomorphic Physics Problems with GenAI
2026
Cited
0
MetaCLASS: Metacognitive Coaching for Learning with Adaptive Self-regulation Support
2026
Cited
0
MalruleLib: Large-Scale Executable Misconception Reasoning with Step Traces for Modeling Student Thinking in Mathematics
arXiv.org · 2026
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0
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Co-authors
12 total
Richard Baraniuk
C. Sidney Burrus Professor, Electrical & Computer Engineering, Rice University
Naiming Liu
Rice University
Debshila Basu Mallick
SafeInsights-OpenStax, Rice University
Andrew S. Lan
University of Massachusetts Amherst
Zichao Wang
Adobe Research
Sapana Chaudhary
AWS AI
Simon Woodhead
Head of Research, Eedi
Mrinmaya Sachan
Assistant Professor, ETH Zürich
