20 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.SE2022★ 8 cited
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks
Yang Shi, Min Chi, Tiffany Barnes +1
Knowledge tracing (KT) models are a popular approach for predicting students' future performance at practice problems using their prior attempts. Though many innovations have been…
cs.LG2021★ 20 cited
Toward Semi-Automatic Misconception Discovery Using Code Embeddings
Yang Shi, Krupal Shah, Wengran Wang +3
Understanding students' misconceptions is important for effective teaching and assessment. However, discovering such misconceptions manually can be time-consuming and laborious. Au…