🧠 AI Ed Wiki

🏷️ retrieval-augmented-generation

4 pages tagged with retrieval-augmented-generation(4 articles, 0 concepts)

📄 Confidence-Aware Automatic Short Answer Grading
> **Confidence-Aware ASAG** — A hybrid confidence estimation framework for Automatic Short Answer Grading with LLMs that fuses model-based confidence signals (verbalized, latent, consistency-based) wi…
2026-07-29 · assessment, automated-grading, confidence, psychometrically-aware-ai, hybrid-e-assessment-semi-automated-grading
📄 CLARA: An AI-Augmented Analytics Dashboard for Collaboration Literacy
Agentic analytics using AI-produced concept-map artifacts as shared human-AI representations improves collaboration quality analysis and AI response grounding over transcript-only baselines. CLARA int…
2026-05-19 · learning-analytics, generative-ai, llm, higher-ed, edtech-platform
📄 Generative AI Feedback, English Writing and Teacher Rubrics: A Multiple-Case Study of CyberScholar
RAG-based rubric-grounded GenAI writing feedback improved student revision quality (N=143, grades 7-11) and saved teacher time, but automated ratings were inconsistent. CyberScholar demonstrates rubri…
2026-05-19 · generative-ai, llm, writing-education, k-12, formative-assessment
📄 An Interpretable Closed-Loop Intelligent Tutoring System for Multimodal Affective Feedback in Asynchronous Presentation Training
Closed-loop ITS with multimodal affective scoring (facial, vocal, textual, oculomotor) produced significant presentation skill gains (Cohen's d = 0.39-0.90, N=204) over 30 days. This paper presents on…
2026-05-19 · intelligent-tutoring, affective-computing, multimodal, higher-ed, professional-training

Related Tags

llm (3)learning-analytics (2)generative-ai (2)higher-ed (2)assessment (1)automated-grading (1)confidence (1)psychometrically-aware-ai (1)hybrid-e-assessment-semi-automated-grading (1)ai-ed-evaluation (1)edtech-platform (1)collaborative-learning (1)knowledge-tracing (1)visualization (1)writing-education (1)