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language: ja |
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license: cc-by-sa-4.0 |
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--- |
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# BERT Base Japanese for Irony |
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This is a BERT Base model for sentiment analysis in Japanese additionally finetuned for automatic irony detection. |
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The model was based on [bert-base-japanese-sentiment](https://huggingface.co/daigo/bert-base-japanese-sentiment), and later finetuned on a dataset containing ironic and sarcastic tweets. |
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## Licenses |
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The finetuned model with all attached files is licensed under [CC BY-SA 4.0](http://creativecommons.org/licenses/by-sa/4.0/), or Creative Commons Attribution-ShareAlike 4.0 International License. |
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<a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-sa/4.0/88x31.png" /></a> |
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## Citations |
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Please, cite this model using the following citation. |
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``` |
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@inproceedings{dan2022bert-base-irony02, |
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title={北見工業大学 テキスト情報処理研究室 ELECTRA Base 皮肉検出モデル (daigo ver.)}, |
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author={団 俊輔 and プタシンスキ ミハウ and ジェプカ ラファウ and 桝井 文人}, |
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publisher={HuggingFace}, |
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year={2022}, |
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url = "https://huggingface.co/kit-nlp/bert-base-japanese-sentiment-irony" |
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} |
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``` |
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