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Peiyuan Gong

2 accepted papers

2023

TemplateGEC: Improving Grammatical Error Correction with Detection Template

ACL 2023long

Grammatical error correction (GEC) can be divided into sequence-to-edit (Seq2Edit) and sequence-to-sequence (Seq2Seq) frameworks, both of which have their pros and cons. To utilize the strengths and make up for the shortcomings of these frameworks, this paper proposes a novel method, TemplateGEC, wh…

2022

Revisiting Grammatical Error Correction Evaluation and Beyond

EMNLP 2022main

Pretraining-based (PT-based) automatic evaluation metrics (e.g., BERTScore and BARTScore) have been widely used in several sentence generation tasks (e.g., machine translation and text summarization) due to their better correlation with human judgments over traditional overlap-based methods. Althoug…