Topic: f0.5

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Friday, September 11, 2026

research40

Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error Correction

A new approach aims to optimize prompts and batching techniques for minimal-edit grammatical error correction in large language models, addressing the issue of systematic overcorrections that reduce $F_{0.5}$ scores. This improvement is crucial as it enhances the accuracy and reliability of text generated by LLMs without过度纠正。

arxiv.org

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