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--- |
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language: pl |
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license: cc-by-sa-4.0 |
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datasets: |
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- 18th and 19th century articles mentioning Japan |
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--- |
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# Model for Detection of Orientalization of Japan in newspaper articles |
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This model was based on the original [HerBERT](https://huggingface.co/allegro/herbert-base-cased) Base. |
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The model was finetuned on a set of Polish press articles mentioning Japan from the years 1818-1939 to recognize if an article (or any input text) presents a genuine description of Japan, or whether it is an example of the orientalization of Japan. By orientalization we mean when a text that represents Japan through the lenses of [Orientalism](https://en.wikipedia.org/wiki/Orientalism), or a viewpoint that presents a piece of Eastern culture, in this case - Japan - in a deformed, distorted, and idealized form. In the definition of Orientalism we follow the work by [Edward Said](https://en.wikipedia.org/wiki/Edward_Said), especially his book "[Orientalism](https://en.wikipedia.org/wiki/Orientalism_(book))". |
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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{ptaszynski2022herbert-japan, |
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title={Finetuned HerBERT model for detecting orientalization of Japan in newspaper articles}, |
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author={Michal Ptaszynski and Pawel Dybala and Zuzanna Barczyk}, |
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booktitle={HuggingFace}, |
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url={https://huggingface.co/ptaszynski/japan-topic-detection} |
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year={2022} |
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} |
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``` |
