Best Paper Award

CFlow: Supporting Semantic Flow Analysis of Students’ Code in Programming Problems at Scale

Ashley Zhang (University of Michigan), Xiaohang Tang (Virginia Tech), Steve Oney (University of Michigan) and Yan Chen (Virginia Tech)

Presented by Juji

Best Paper Nominees

CodeTailor: LLM-Powered Personalized Parsons Puzzles for Engaging Support While Learning Programming

Xinying Hou (University of Michigan), Zihan Wu (University of Michigan), Xu Wang (University of Michigan) and Barbara Ericson (University of Michigan)

Edgeworth: Efficient and Scalable Authoring of Visual Thinking Activities

Wode Ni (Carnegie Mellon University), Sam Estep (Carnegie Mellon University), Hwei-Shin Harriman (Carnegie Mellon University), Kenneth Koedinger (Carnegie Mellon University) and Joshua Sunshine (Carnegie Mellon University)

Best Dataset Award

Automated Generation and Tagging of Knowledge Components From Multiple-Choice Question

Steven Moore (Carnegie Mellon University), Robin Schmucker (Carnegie Mellon University), John Stamper (Carnegie Mellon University) and Tom Mitchell (Carnegie Mellon University)

Presented by VitalSource

Best Undergraduate Paper Award

Handwritten Code Recognition for Pen-and-Paper CS Education

Md Sazzad Islam (Stanford University), Moussa Koulako Bala Doumbouya (Stanford University), Christopher D. Manning (Stanford University) and Chris Piech (Stanford University)

Presented by EdStem