Chinese Spell Checking
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Benchmarks
SIGHAN 2015
Most implemented
C-LLM: Learn to Check Chinese Spelling Errors Character by Character
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking
Papers
C-LLM: Learn to Check Chinese Spelling Errors Character by Character
Chinese Spell Checking (CSC) aims to detect and correct spelling errors in sentences. Despite Large Language Models (LLMs) exhibit robust capabilities and are widely applied in various tasks, their performance on CSC is …
Chinese Spell CheckingLanguage ModelingLanguage ModellingLarge Language ModelRich Semantic Knowledge Enhanced Large Language Models for Few-shot Chinese Spell Checking
Chinese Spell Checking (CSC) is a widely used technology, which plays a vital role in speech to text (STT) and optical character recognition (OCR). Most of the existing CSC approaches relying on BERT architecture achieve…
Chinese Spell CheckingIn-Context LearningOptical Character RecognitionOptical Character Recognition (OCR)+1Block the Label and Noise: An N-Gram Masked Speller for Chinese Spell Checking
Recently, Chinese Spell Checking(CSC), a task to detect erroneous characters in a sentence and correct them, has attracted extensive interest because of its wide applications in various NLP tasks. Most of the existing me…
Chinese Spell CheckingSentenceInvestigating Glyph Phonetic Information for Chinese Spell Checking: What Works and What's Next
While pre-trained Chinese language models have demonstrated impressive performance on a wide range of NLP tasks, the Chinese Spell Checking (CSC) task remains a challenge. Previous research has explored using information…
Chinese Spell CheckingSDCL: Self-Distillation Contrastive Learning for Chinese Spell Checking
Due to the ambiguity of homophones, Chinese Spell Checking (CSC) has widespread applications. Existing systems typically utilize BERT for text encoding. However, CSC requires the model to account for both phonetic and gr…
Chinese Spell CheckingContrastive LearningSentenceLearning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking
Chinese Spell Checking (CSC) aims to detect and correct Chinese spelling errors. Recent researches start from the pretrained knowledge of language models and take multimodal information into CSC models to improve the per…
Chinese Spell CheckingContrastive Learning