ENTITY
CodeWorkout
CodeWorkout
PulseAugur coverage of CodeWorkout — every cluster mentioning CodeWorkout across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
0
2 over 90d
TIER MIX · 90D
TOPICS
RECENT · PAGE 1/1 · 2 TOTAL
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LLMs Simulate Student Java Errors, Claude Sonnet 4 Shows Balanced Performance
A new research paper explores the use of large language models (LLMs) to simulate student programming errors in Java. The study evaluated five LLMs using different prompting strategies on the CodeWorkout dataset, which …
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Study finds PKT model performance gains may be inflated by experimental flaws
A new study re-evaluates attention-augmented models for Programming Knowledge Tracing (PKT), finding that their reported performance gains are highly sensitive to experimental design choices. The research highlights iss…