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--- |
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license: mit |
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--- |
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This is a reproduction of the following paper: |
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``` |
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@inproceedings{katsumata-komachi-2020-stronger, |
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title = "Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model", |
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author = "Katsumata, Satoru and |
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Komachi, Mamoru", |
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booktitle = "Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing", |
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month = dec, |
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year = "2020", |
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address = "Suzhou, China", |
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publisher = "Association for Computational Linguistics", |
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url = "https://aclanthology.org/2020.aacl-main.83", |
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pages = "827--832", |
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} |
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``` |
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This model achieves the following results: |
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|Data|Metric|gotutiyan/gec-bart-base| |
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|:--|:--|:--| |
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|CoNLL-2014|M2 (P/R/F0.5)|70.0 / 38.5 / 60.2| |
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|BEA19-test|ERRANT (P/R/F0.5)|67.7 / 50.1 / 63.3| |
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|JFLEG-test|GLEU|55.2| |
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The details can be found in the [GitHub repository](https://github.com/gotutiyan/GEC-BART). |
