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--- |
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language: |
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- de |
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metrics: |
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- f1 |
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pipeline_tag: text-classification |
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license: gpl-3.0 |
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--- |
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# GePart: German Party Classification Model |
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**GePart** is a German party classification model, being capable of predicting the most likely party to a given text. This repository is part of a student project at the [Baden-Württemberg Cooperative State University](https://www.dhbw.de/startseite) during the 5th and 6th semester of our bachelor's degree in computer science. |
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For training the classification model, we used multiple sources (e.g., speeches, tweets, and party programs) with word embeddings like [FastText](https://fasttext.cc/) and transformer models like [BERT](https://arxiv.org/abs/1810.04805). |
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## Hosted Model |
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The hosted model is based on a German version of the DistilBERT Model. |
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## License |
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This project is licensed under [GNU GPL V3](https://github.com/felixhoffmnn/gepart/blob/main/LICENSE). |
