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Chinese Text Correction Papers

This repo aims to keep tracking related work in Chinese text correction, including Chinese Spell Checking (CSC) and Chinese Grammatical Error Correction (CGEC). Welcome to contribute!

2024

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Chinese Spelling Correction as Rephrasing Language ModelAAAI2024[pdf [code]citation

2023

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A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling CheckEMNLP2023[pdf] [code]citation
Disentangled Phonetic Representation for Chinese Spelling CorrectionACL2023[pdf] [code]citation
Rethinking Masked Language Modeling for Chinese Spelling CorrectionACL2023[pdf] [code]citation
PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling CorrectionACL2023[pdf]citation
Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What’s Next?ACL2023[pdf] [code]-
Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction?ACL2023[pdf] [code]-
NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker TextsACL2023[pdf] [code]citation

2022

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Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error CorrectionEMNLP2022[pdf][code]citation
FCGEC: Fine-Grained Corpus for Chinese Grammatical Error CorrectionEMNLP2022[pdf][code]citation
SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented ParserEMNLP2022[pdf][code]citation
Revisiting Grammatical Error Correction Evaluation and BeyondEMNLP2022[pdf][code]citation
From Spelling to Grammar: A New Framework for Chinese Grammatical Error CorrectionEMNLP2022[pdf]citation
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and GranularityEMNLP2022[pdf][code]citation
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence GenerationAAAI2022[pdf]citation
Non-Autoregressive Chinese ASR Error Correction with Phonological TrainingNAACL2022[pdf]citation
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error CorrectionNAACL2022[pdf] [code]citation
Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error GenerationACL2022[pdf]citation
CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling CorrectionACL2022[pdf] [code]citation
MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling CorrectionACL2022[pdf]citation
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell CheckingACL2022[pdf]citation

2021

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Correcting Chinese Spelling Errors with Phonetic Pre-trainingACL2021[pdf] [code]citation
Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell CheckingACL2021[pdf] [code]citation
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling CorrectionACL2021[pdf] [code]citation
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction ModelsACL2021[pdf] [code]citation
PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling CheckACL2021[pdf]citation
Global Attention Decoder for Chinese Spelling Error CorrectionACL2021[pdf]citation
Dynamic Connected Networks for Chinese Spelling CheckACL2021[pdf]citation
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error CorrectionACL2021[pdf] [code]citation
SpellBERT: A Lightweight Pretrained Model for Chinese Spelling CheckEMNLP2021[pdf] [code]citation
DCSpell: A Detector-Corrector Framework for Chinese Spelling Error CorrectionSIGIR2021[pdf]citation
Think Twice: A Post-Processing Approach for the Chinese Spelling Error CorrectionAppliedScience[pdf]citation

2020

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Spelling Error Correction with Soft-Masked BERTACL2020[pdf]citation
Spellgcn: Incorporating phonological and visual similarities into language models for chinese spelling checkACL2020[pdf] [code]citation
Chunk-based Chinese Spelling Check with Global OptimizationEMNLP2020[pdf]citation
MaskGEC: Improving Neural Grammatical Error Correction via Dynamic MaskingAAAL2020[pdf]citation
Combining ResNet and Transformer for Chinese Grammatical Error DiagnosisAACL2020[pdf]citation
Overview of NLPTEA-2020 Shared Task for Chinese Grammatical Error DiagnosisAACL2020[pdf]citation

before

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FASPell: A Fast, Adaptable, Simple, Powerful Chinese Spell Checker Based On DAE-Decoder ParadigmEMNLP2019[pdf] [code]citation
A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling CheckingEMNLP2018[pdf] [code]citation