ChineseErrorCorrector3-4B: State-of-the-Art Chinese Spelling and Grammar Corrector
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arXiv
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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866909916649750528 |
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| author | Tian, Wei YuhaoZhou |
| author_facet | Tian, Wei YuhaoZhou |
| contents | This paper introduces ChineseErrorCorrector3-4B, a unified model for Chinese spelling and grammatical error correction based on Qwen3-4B. The model demonstrates outstanding performance in general text correction tasks and achieves state-of-the-art results in both spelling correction (CSC) and grammatical correction (CGC). On several authoritative benchmark datasets -- including SIGHAN-2015, EC-LAW, MCSC, and NaCGEC -- the model's F1 and F0.5 scores significantly surpass existing publicly available models, ranking first in both spelling and grammatical error correction tasks. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2511_17562 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | ChineseErrorCorrector3-4B: State-of-the-Art Chinese Spelling and Grammar Corrector Tian, Wei YuhaoZhou Computation and Language Artificial Intelligence This paper introduces ChineseErrorCorrector3-4B, a unified model for Chinese spelling and grammatical error correction based on Qwen3-4B. The model demonstrates outstanding performance in general text correction tasks and achieves state-of-the-art results in both spelling correction (CSC) and grammatical correction (CGC). On several authoritative benchmark datasets -- including SIGHAN-2015, EC-LAW, MCSC, and NaCGEC -- the model's F1 and F0.5 scores significantly surpass existing publicly available models, ranking first in both spelling and grammatical error correction tasks. |
| title | ChineseErrorCorrector3-4B: State-of-the-Art Chinese Spelling and Grammar Corrector |
| topic | Computation and Language Artificial Intelligence |
| url | https://arxiv.org/abs/2511.17562 |