3 papers
cs.CY2025
Enhancing Large Language Models for Automated Homework Assessment in Undergraduate Circuit Analysis
Liangliang Chen, Huiru Xie, Zhihao Qin +3
This research full paper presents an enhancement pipeline for large language models (LLMs) in assessing homework for an undergraduate circuit analysis course, aiming to improve LLM…
cs.CY2025
WIP: Large Language Model-Enhanced Smart Tutor for Undergraduate Circuit Analysis
Liangliang Chen, Huiru Xie, Jacqueline Rohde +1
This research-to-practice work-in-progress (WIP) paper presents an AI-enabled smart tutor designed to provide homework assessment and feedback for students in an undergraduate circ…
cs.CY2025
Benchmarking Large Language Models on Homework Assessment in Circuit Analysis
Liangliang Chen, Zhihao Qin, Yiming Guo +2
Large language models (LLMs) have the potential to revolutionize various fields, including code development, robotics, finance, and education, due to their extensive prior knowledg…