Shashank Sonkar

According to our database, Shashank Sonkar authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pedagogical Alignment of Large Language Models.

Shashank Sonkar, Kangqi Ni, Sapana Chaudhary, Richard G. Baraniuk

CoRR, 2024

Code Soliloquies for Accurate Calculations in Large Language Models.

Shashank Sonkar, Xinghe Chen, Myco Le, Naiming Liu, Debshila Basu Mallick, Richard G. Baraniuk

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

2023

Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions.

Naiming Liu, Shashank Sonkar, Zichao Wang, Simon Woodhead, Richard G. Baraniuk

CoRR, 2023

Deduction under Perturbed Evidence: Probing Student Simulation Capabilities of Large Language Models.

Shashank Sonkar, Richard G. Baraniuk

CoRR, 2023

Investigating the Role of Feed-Forward Networks in Transformers Using Parallel Attention and Feed-Forward Net Design.

Shashank Sonkar, Richard G. Baraniuk

CoRR, 2023

CLASS Meet SPOCK: An Education Tutoring Chatbot based on Learning Science Principles.

Shashank Sonkar, Lucy Liu, Debshila Basu Mallick, Richard G. Baraniuk

CoRR, 2023

MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages.

Shashank Sonkar, Zichao Wang, Richard G. Baraniuk

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

CLASS: A Design Framework for Building Intelligent Tutoring Systems Based on Learning Science principles.

Shashank Sonkar, Naiming Liu, Debshila Basu Mallick, Richard G. Baraniuk

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Deduction under Perturbed Evidence: Probing Student Simulation (Knowledge Tracing) Capabilities of Large Language Models.

Shashank Sonkar, Richard G. Baraniuk

Proceedings of the Workshop on Empowering Education with LLMs, 2023

2022

A Visual Tour Of Current Challenges In Multimodal Language Models.

Shashank Sonkar, Naiming Liu, Richard G. Baraniuk

CoRR, 2022

2021

NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion.

Shashank Sonkar, Arzoo Katiyar, Richard G. Baraniuk

CoRR, 2021

NePTuNe: Neural Powered Tucker Networkfor Knowledge Graph Completion.

Shashank Sonkar, Arzoo Katiyar, Richard G. Baraniuk

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

2020

qDKT: Question-centric Deep Knowledge Tracing.

Shashank Sonkar, Andrew S. Lan, Andrew E. Waters, Phillip Grimaldi, Richard G. Baraniuk

Proceedings of the 13th International Conference on Educational Data Mining, 2020

Attention Word Embedding.

Shashank Sonkar, Andrew E. Waters, Richard G. Baraniuk

Proceedings of the 28th International Conference on Computational Linguistics, 2020