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Automatic Grammar Error Correction (GEC) is a classic NLP challenge that has been applied to language education, professional writing aid, and cross-lingual communication. Despite considerable progres...
Grammar error correction
Graph attention network
BERT
Transformer
Multi-level error detection
LoRA fine-tuning
BEA-2019
CoNLL-2014
JFLEG
Educational NLP
SinoXiv