W. Gao

BERT-based Automatic Error Correction System for Chinese Learners

Improved robustness and explainability for automatic Chinese learner error correction is demonstrated by an alignment consistency loss to ensure character-level consistency, and the combination of word-segmentation augmentation and multi-reference soft-label training to reduce conflicts caused by segmentation differenc...