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  <!-- Provide a quick summary of what the model is/does. -->
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- The [SwissBERT](https://huggingface.co/ZurichNLP/swissbert) model finetuned via [SimCSE](http://dx.doi.org/10.18653/v1/2021.emnlp-main.552) (Gao et al., EMNLP 2021) for sentence embeddings, using ~1 million Swiss news articles from [Swissdox@LiRI](https://t.uzh.ch/1hI).
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6564ab8d113e2baa55830af0/1Ac61s_mlgW5aL6OnS6ay.png)
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  <!-- Provide a quick summary of what the model is/does. -->
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+ The [SwissBERT](https://huggingface.co/ZurichNLP/swissbert) model finetuned via [SimCSE](http://dx.doi.org/10.18653/v1/2021.emnlp-main.552) (Gao et al., EMNLP 2021) for sentence embeddings, using ~1 million Swiss news articles published in 2022 from [Swissdox@LiRI](https://t.uzh.ch/1hI). Following [https://huggingface.co/sentence-transformers](Sentence Transformers') example, the average of the last hidden states (pooler_type=avg) is used as sentence representation
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6564ab8d113e2baa55830af0/1Ac61s_mlgW5aL6OnS6ay.png)
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