Self-Explanation Tutor for Active Study of CS1 Worked Examples

arXiv:2608.25180 · cs.CY, cs.AI, cs.HC · Submitted 2026-08-25 · Read on arXiv

cs.CY, cs.AI, cs.HC

Submitted: 2026-08-25

Updated: 2026-09-18

Terminology

• Semantic Similarity — 5× in this paper · explained in 2 episodes
• AUC — 4× in this paper · explained in 2 episodes
• LLM judge — 3× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Calibration — 2× in this paper · explained in 7 episodes
• Embeddings — 2× in this paper · explained in 2 episodes
• LLM-as-a-Judge — 2× in this paper · explained in 3 episodes
• Scaffolding — 2× in this paper · explained in 3 episodes
• Active Learning — 1× in this paper · explained in 6 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Pragmatics — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes

Sources

• Explaining Code with a Purpose: An Integrated Approach for Developing Code Comprehension and Prompting Skills
• Can LLMs Identify Gaps and Misconceptions in Students' Code Explanations?
• BERTScore: Evaluating Text Generation with BERT

Related papers

• GenAIT: Development and Validation of an Objective Generative AI Literacy Test for High School Students
• Reasoning Enhances Robustness to Prompt Injection in LLM-Based Consensus
• Generative AI Purpose-built for Social and Mental Health: A Real-World Pilot
• Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports
• PersonaMem-v3: Toward Omni-Platform Personal Intelligence for Holistic User Understanding, Recommendation, and Agentic Tasks
• What is an intelligent system?