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--- |
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license: apache-2.0 |
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pipeline_tag: fill-mask |
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--- |
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# manchuBERT |
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manchuBERT is a BERT-base model trained with romanized Manchu data from scratch. |
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[ManNER & ManPOS](https://aclanthology.org/2024.lrec-main.961.pdf) are fine-tuned manchuBERT models. |
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## Data |
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manchuBERT utilizes the data augmentation method from [Mergen: The First Manchu-Korean Machine Translation Model Trained on Augmented Data](https://arxiv.org/pdf/2311.17492.pdf). |
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| **Data** | **Number of Sentences(before augmentation)** | |
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|:---------------------------:|:-----------------------:| |
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| Manwén Lˇaodàng–Taizong | 2,220 | |
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| Ilan gurun i bithe | 41,904 | |
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| Gin ping mei bithe | 21,376 | |
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| Yùzhì Q¯ıngwénjiàn | 11,954 | |
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| Yùzhì Zengdìng Q¯ıngwénjiàn | 18,420 | |
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| Manwén Lˇaodàng–Taizu | 22,578 | |
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| Manchu-Korean Dictionary | 40,583 | |
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## Citation |
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``` |
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@misc {jean_seo_2024, |
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author = { {Jean Seo} }, |
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title = { manchuBERT (Revision 64133be) }, |
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year = 2024, |
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url = { https://huggingface.co/seemdog/manchuBERT }, |
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doi = { 10.57967/hf/1599 }, |
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publisher = { Hugging Face } |
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} |
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``` |
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