🏷️ automated-question-generation

> **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

**KT4EQG: Personalized Exercise Question Generation via Knowledge Tracing** bridges two key AI-in-education paradigms: [[personalized-learning]] through question generation and [[learning-analytics]] …

2026-05-28 · adaptive-learning, automated-grading, intelligent-tutoring, learning-analytics, llm

Automated grading systems have enabled scalable assessment for many response types, but handwritten mathematics remains a barrier due to the complexity of multi-step solutions. Vision-capable large la…

2026-05-22 · automated-grading, llm, stem-education, higher-ed, efficacy-study

> Taklif.AI: LLM-Powered Platform for Interest-Based Personalized College Assignments **Kurdya et al. (2026)** — Multiple institutions. arXiv cs.AI.…

2026-05-15 · higher-ed, generative-ai, llm, personalized-learning, edtech-platform

> **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 · question-generation, llm, automated-assessment, stem-education, hallucination-reduction

> Boateng et al. (2026) introduce **NSMQ Riddles**, a benchmark of 1.8K scientific and mathematical riddles drawn from 11 years of Ghana's **National Science and Maths Quiz** — a live TV competition f…

2026-05-08 · benchmark, stem-education, k-12, llm, efficacy-study

> Bannò, Knill & Gales (2026) propose a paradigm shift in automated essay scoring: from **inter-learner ranking** to **intra-learner profiling**. Instead of asking "how does this essay rank against ot…

2026-05-05 · automated-grading, writing-education, llm, ai-education, higher-ed