Correct like humans: Progressive learning framework for Chinese text error correction

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Yinghui Li, Shirong Ma, Shaoshen Chen, Haojing Huang, Shulin Huang, Yangning Li, Hai-Tao Zheng, Ying Shen

Published: 01 Jan 2025, Last Modified: 19 May 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Progressive learning with increasing difficulty guides models to correct like humans.•Model-agnostic framework can be adapted to various CTEC (including CGEC/CSC) models.•Extensive experiments demonstrate the effectiveness and efficiency of ProTEC.