EduAlign: Aligning Educational LLMs for Helpfulness, Personalization, and Creativity
cs.LG, cs.AI
Submitted: 2025-07-27
Updated: 2026-10-04
Terminology
Sources
- EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education
- Focal Reward: Balanced Reinforcement Learning under Rubric-Based Rewards
- LearnLM: Improving Gemini for Learning
- GD$^2$PO: Mitigating Multi-Reward Conflicts via Group-Dynamic reward-Decoupled Policy Optimization
- Qwen2.5 Technical Report
- Proximal Policy Optimization Algorithms
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization
- ELMES: An Automated Framework for Evaluating Large Language Models in Educational Scenarios
- EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios
- DAPO: An Open-Source LLM Reinforcement Learning System at Scale
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