Grammar concept annotation at scale: deployed fine-tuned small language models outperform prompted frontier models
Read the original at arxiv.org→arXiv:2610.10827v1 Announce Type: new Abstract: Corrective feedback is among the best-evidenced drivers of second-language acquisition, yet corrections delivered during lessons rarely accumulate into an actionable...
Original headline: "Grammar Concept Annotation at Scale: Deployed Fine-Tuned Small Language Models Outperform Prompted Frontier Models"
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- Oct 9, 04:00 UTC arXiv cs.CL lead source Grammar Concept Annotation at Scale: Deployed Fine-Tuned Small Language Models Outperform Prompted Frontier Models