🏷️ question-generation

> **A dual-agent RAG-based system for generating and validating coding comprehension MCQs**, evaluated by 6 SMEs across 7 pedagogical dimensions (N=288 questions, 2,016 rating pairs). AI excels at cri…

2026-08-04 · llm, agentic-ai, rag, coding-education, human-in-the-loop

> **A fully open-source agentic tutoring framework that closes the loop between citation-grounded problem tutoring and difficulty-calibrated question generation**, powered by a hybrid personalization …

2026-08-04 · llm, agentic-ai, personalized-learning, intelligent-tutoring, rag

> **Synthesis:** A novel generate-then-validate pipeline for educational question generation that reduces LLM hallucination by 62% compared to direct generation, validated on STEM datasets with 89% ac…

2026-05-08 · llm, automated-assessment, stem-education, hallucination-reduction, automated-question-generation