Estimating Grammar Skills with AI: A Zero-Shot Approach
Published:Nov 17, 2025 09:00
•1 min read
•ArXiv
Analysis
This research explores a novel method for assessing grammatical proficiency using large language models. The zero-shot learning approach, leveraging LLM-generated pseudo-labels, could significantly advance automated grammar evaluation.
Key Takeaways
Reference
“The study uses Large Language Model generated pseudo labels.”