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

paper	conference	resource	citation	labels
Chinese Spelling Correction as Rephrasing Language Model	AAAI2024	[pdf [code]

2023

paper	conference	resource	citation	labels
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check	EMNLP2023	[pdf] [code]
Disentangled Phonetic Representation for Chinese Spelling Correction	ACL2023	[pdf] [code]
Rethinking Masked Language Modeling for Chinese Spelling Correction	ACL2023	[pdf] [code]
PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction	ACL2023	[pdf]
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 Texts	ACL2023	[pdf] [code]

2022

paper	conference	resource	citation	labels
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction	EMNLP2022	[pdf][code]
FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction	EMNLP2022	[pdf][code]
SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser	EMNLP2022	[pdf][code]
Revisiting Grammatical Error Correction Evaluation and Beyond	EMNLP2022	[pdf][code]
From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction	EMNLP2022	[pdf]
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity	EMNLP2022	[pdf][code]
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation	AAAI2022	[pdf]
Non-Autoregressive Chinese ASR Error Correction with Phonological Training	NAACL2022	[pdf]
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction	NAACL2022	[pdf] [code]
Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation	ACL2022	[pdf]
CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction	ACL2022	[pdf] [code]
MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling Correction	ACL2022	[pdf]
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking	ACL2022	[pdf]

2021

paper	conference	resource	citation	labels
Correcting Chinese Spelling Errors with Phonetic Pre-training	ACL2021	[pdf] [code]
Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking	ACL2021	[pdf] [code]
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction	ACL2021	[pdf] [code]
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models	ACL2021	[pdf] [code]
PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check	ACL2021	[pdf]
Global Attention Decoder for Chinese Spelling Error Correction	ACL2021	[pdf]
Dynamic Connected Networks for Chinese Spelling Check	ACL2021	[pdf]
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction	ACL2021	[pdf] [code]
SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check	EMNLP2021	[pdf] [code]
DCSpell: A Detector-Corrector Framework for Chinese Spelling Error Correction	SIGIR2021	[pdf]
Think Twice: A Post-Processing Approach for the Chinese Spelling Error Correction	AppliedScience	[pdf]

2020

paper	conference	resource	citation	labels
Spelling Error Correction with Soft-Masked BERT	ACL2020	[pdf]
Spellgcn: Incorporating phonological and visual similarities into language models for chinese spelling check	ACL2020	[pdf] [code]
Chunk-based Chinese Spelling Check with Global Optimization	EMNLP2020	[pdf]
MaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking	AAAL2020	[pdf]
Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis	AACL2020	[pdf]
Overview of NLPTEA-2020 Shared Task for Chinese Grammatical Error Diagnosis	AACL2020	[pdf]

before

paper	conference	resource	citation	labels
FASPell: A Fast, Adaptable, Simple, Powerful Chinese Spell Checker Based On DAE-Decoder Paradigm	EMNLP2019	[pdf] [code]
A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Checking	EMNLP2018	[pdf] [code]