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Shashank Sonkar
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qDKT: Question-centric Deep Knowledge Tracing
S Sonkar, AE Waters, AS Lan, PJ Grimaldi, RG Baraniuk
arXiv preprint arXiv:2005.12442, 2020
432020
Attention Word Embedding
S Sonkar, AE Waters, RG Baraniuk
arXiv preprint arXiv:2006.00988, 2020
162020
CLASS: A design framework for building intelligent tutoring systems based on learning science principles
S Sonkar, N Liu, D Mallick, R Baraniuk
Findings of the Association for Computational Linguistics: EMNLP 2023, 1941-1961, 2023
14*2023
Code soliloquies for accurate calculations in large language models
S Sonkar, X Chen, M Le, N Liu, D Basu Mallick, R Baraniuk
Proceedings of the 14th Learning Analytics and Knowledge Conference, 828-835, 2024
52024
Pedagogical Alignment of Large Language Models
S Sonkar, K Ni, S Chaudhary, RG Baraniuk
arXiv preprint arXiv:2402.05000, 2024
32024
Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions
N Liu, S Sonkar, Z Wang, S Woodhead, RG Baraniuk
arXiv preprint arXiv:2310.02439, 2023
32023
Deduction under Perturbed Evidence: Probing Student Simulation (Knowledge Tracing) Capabilities of Large Language Models
S Sonkar, RG Baraniuk
3*2023
NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion
S Sonkar, A Katiyar, RG Baraniuk
arXiv preprint arXiv:2104.07824, 2021
32021
A Visual Tour Of Current Challenges In Multimodal Language Models
S Sonkar, N Liu, RG Baraniuk
arXiv preprint arXiv:2210.12565, 2022
12022
Regressive Side Effects of Training Language Models to Mimic Student Misconceptions
S Sonkar, N Liu, RG Baraniuk
arXiv preprint arXiv:2404.15156, 2024
2024
Marking: Visual Grading with Highlighting Errors and Annotating Missing Bits
S Sonkar, N Liu, DB Mallick, RG Baraniuk
arXiv preprint arXiv:2404.14301, 2024
2024
Automated Long Answer Grading with RiceChem Dataset
S Sonkar, K Ni, LT Lu, K Kincaid, JS Hutchinson, RG Baraniuk
arXiv preprint arXiv:2404.14316, 2024
2024
Investigating the Role of Feed-Forward Networks in Transformers Using Parallel Attention and Feed-Forward Net Design
S Sonkar, RG Baraniuk
arXiv preprint arXiv:2305.13297, 2023
2023
MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages
S Sonkar, Z Wang, RG Baraniuk
arXiv preprint arXiv:2212.09723, 2022
2022
Embedding models through the lens of Stable Coloring
A Desai, S Sonkar, A Shrivastava, R Baraniuk
2021
Hand Gesture Recognition Using Microsoft’s Kinect
S Sonkar, A Kumar
2012
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