Yuki Ito

Ensemble ToT of LLMs and Its Application to Automatic Grading System for Supporting Self-Learning

2025 · arXiv (Cornell University)

Providing students with detailed and timely grading feedback is essential for self-learning. While existing LLM-based grading systems are promising, most of them rely on one single model, which limits their performance. To address this, we …