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cs.CL2023★ 3 cited
Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task
Fanyi Qu, Chenming Tang, Yunfang Wu
Large-scale language models (LLMs) has shown remarkable capability in various of Natural Language Processing (NLP) tasks and attracted lots of attention recently. However, some stu…
cs.CL2023
Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction?
Chenming Tang, Xiuyu Wu, Yunfang Wu
Model ensemble has been in widespread use for Grammatical Error Correction (GEC), boosting model performance. We hypothesize that model ensemble based on the perplexity (PPL) compu…
cs.CL2023
An Error-Guided Correction Model for Chinese Spelling Error Correction
Rui Sun, Xiuyu Wu, Yunfang Wu
Although existing neural network approaches have achieved great success on Chinese spelling correction, there is still room to improve. The model is required to avoid over-correcti…