🏷️ lecture-review

> **Synthesis:** This paper introduces an evidence-grounded multimodal pipeline that constructs provenance-rich [[knowledge-tracing|knowledge graphs]] from lecture videos by integrating speech transcr…

2026-08-09 · multimodal, ai-education, knowledge-tracing, student-modeling, generative-ai

> **Synthesis:** KnowLoop, a dual-agent conversational system for post-lecture review, structures learning around three stages—Recognize (mark in-situ confusion during lectures), Resolve (Teaching Ass…

2026-08-06 · conversational-agents, personalized-learning, higher-ed, learning-by-teaching, dual-agent