Sonkar, Shashank

1. CLASS: A Design Framework for building Intelligent Tutoring Systems based on Learning Science principles
   2023/05/22 by Sonkar, Shashank, Liu, Naiming, Mallick, Debshila Basu +1 · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Pedagogical Alignment of Large Language Models
   2024/02/07 by Sonkar, Shashank, Ni, Kangqi, Chaudhary, Sapana +1 · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. qDKT: Question-centric Deep Knowledge Tracing
   2020/05/25 by Sonkar, Shashank, Waters, Andrew E., Lan, Andrew S. +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning
   2024/04/23 by Shashank Sonkar, Naiming Liu, Sonkar, Shashank +3 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
5. LLM-based Cognitive Models of Students with Misconceptions
   2024/10/16 by Sonkar, Shashank, Chen, Xinghe, Liu, Naiming +2 · 2 citations
   #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
6. Investigating the Role of Feed-Forward Networks in Transformers Using Parallel Attention and Feed-Forward Net Design
   2023/05/22 by Shashank Sonkar, Sonkar, Shashank, Richard G. Baraniuk +1 · 1 citation
   Engineering · #Advancements in Battery Materials #Low-power high-performance VLSI design #Advanced Battery Technologies Research
7. Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions
   2023/10/03 by Liu, Naiming, Sonkar, Shashank, Wang, Zichao +2 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Marking: Visual Grading with Highlighting Errors and Annotating Missing Bits
   2024/04/22 by Shashank Sonkar, Naiming Liu, Sonkar, Shashank +5 · 1 citation
   Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Processing Techniques and Applications
9. MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education
   2024/07/01 by Naiming Liu, Liu, Naiming, Shashank Sonkar +5 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
10. Atomic Learning Objectives Labeling: A High-Resolution Approach for Physics Education
    2024/12/13 by Naiming Liu, Shashank Sonkar, Liu, Naiming +7 · 1 citation
    Engineering · Psychology · Social Sciences · #Computers and Society (cs.CY) #Educational Assessment and Pedagogy #Educational Strategies and Epistemologies #Experimental Learning in Engineering #FOS: Computer and information sciences