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In recent years, Chinese Spelling Check (CSC) has been greatly improved by designing task-specific pre-training methods or introducing auxiliary tasks, which mostly solve this task in an end-to-end fashion.
Spelling correction for search engine queries
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Jian-cheng Wu, Hsun-wen Chiu, and Jason S. Chang. 2013a · 2013
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Chinese spelling check evaluation at SIGHAN bake-off 2013
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Introduction to SIGHAN 2015 bake-off for Chinese spelling check
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A hybrid approach to automatic corpus generation for Chinese spelling check
Dingmin Wang, Yan Song, Jing Li, Jialong Han, and Haisong Zhang. 2018 · 2018
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Confusionset-guided pointer networks for Chinese spelling check
Dingmin Wang, Yi Tay, and Li Zhong. 2019 · 2019
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SpellGCN: Incorporating phonological and visual similarities into language models for Chinese spelling check
Xingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu, and Yuan Qi. 2020 · 2020
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Revisiting pre-trained models for Chinese natural language processing
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, and Guoping Hu. 2020 · 2020
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Ernie 2.0: A continual pre-training framework for language understanding
Yu Sun, Shuohuan Wang, Yukun Li, Shikun Feng, Hao Tian, Hua Wu, and Haifeng Wang. 2020 · 2020
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Spelling error correction with soft-masked BERT
Shaohua Zhang, Haoran Huang, Jicong Liu, and Hang Li. 2020 · 2020
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Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, and Ziqing Yang. 2021 · 2021
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PHMOSpell: Phonological and morphological knowledge guided Chinese spelling check
Li Huang, Junjie Li, Weiwei Jiang, Zhiyu Zhang, Minchuan Chen, Shaojun Wang, and Jing Xiao. 2021 · 2021
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SpellBERT: A lightweight pretrained model for Chinese spelling check
Tuo Ji, Hang Yan, and Xipeng Qiu. 2021 · 2021
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Dcspell: A detector-corrector framework for chinese spelling error correction
Jing Li, Dafei Yin, Haozhao Wang, and Yonggang Wang. 2021b · 2021
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Tail-to-tail non-autoregressive sequence prediction for chinese grammatical error correction
The past mistake is the future wisdom: Error-driven contrastive probability optimization for Chinese spell checking
Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, and Hai-Tao Zheng. 2022f · 2022
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CRASpell: A contextual typo robust approach to improve Chinese spelling correction
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Linguistic rules-based corpus generation for native Chinese grammatical error correction
Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Li Yangning, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, and Ying Shen. 2022 · 2022
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An error-guided correction model for Chinese spelling error correction
Rui Sun, Xiuyu Wu, and Yunfang Wu. 2022 · 2022
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Focus is what you need for chinese grammatical error correction
Jingheng Ye, Yinghui Li, Shirong Ma, Rui Xie, Wei Wu, and Hai-Tao Zheng. 2022 · 2022
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Piji Li and Shuming Shi. 2021 · 2021
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PLOME: Pre-training with misspelled knowledge for Chinese spelling correction
Shulin Liu, Tao Yang, Tianchi Yue, Feng Zhang, and Di Wang. 2021 · 2021
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Dynamic connected networks for Chinese spelling check
Baoxin Wang, Wanxiang Che, Dayong Wu, Shijin Wang, Guoping Hu, and Ting Liu. 2021 · 2021
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Read, listen, and see: Leveraging multimodal information helps Chinese spell checking
Heng-Da Xu, Zhongli Li, Qingyu Zhou, Chao Li, Zizhen Wang, Yunbo Cao, Heyan Huang, and Xian-Ling Mao. 2021 · 2021
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Correcting Chinese spelling errors with phonetic pre-training
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WSpeller: Robust word segmentation for enhancing Chinese spelling check
Fangfang Li, Youran Shan, Junwen Duan, Xingliang Mao, and Minlie Huang. 2022a · 2022
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Improving Chinese spelling check by character pronunciation prediction: The effects of adaptivity and granularity
Jiahao Li, Quan Wang, Zhendong Mao, Junbo Guo, Yanyan Yang, and Yongdong Zhang. 2022b · 2022
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MDCSpell: A multi-task detector-corrector framework for Chinese spelling correction
Chenxi Zhu, Ziqiang Ying, Boyu Zhang, and Feng Mao. 2022 · 2022
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Ml-lmcl: Mutual learning and large-margin contrastive learning for improving asr robustness in spoken language understanding
Xuxin Cheng, Bowen Cao, Qichen Ye, Zhihong Zhu, Hongxiang Li, and Yuexian Zou. 2023a · 2023
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