2 papers
cs.LG2026
Modeling Student Learning with 3.8 Million Program Traces
Alexis Ross, Megha Srivastava, Jeremiah Blanchard +1
As programmers write code, they often edit and retry multiple times, creating rich "interaction traces" that reveal how they approach coding tasks and provide clues about their lev…
cs.LG2025
Learning to Make MISTAKEs: Modeling Incorrect Student Thinking And Key Errors
Alexis Ross, Jacob Andreas
Research on reasoning in language models (LMs) predominantly focuses on improving the correctness of their outputs. But some important applications require modeling reasoning patte…