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  This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on a labeled dataset provided by CWTS:
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  [CWTS Labeled Data]
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- This is NOT the full model being used to tag [OpenAlex](https://openalex.org/) works with a topic. For that, check out the following github repo:
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  [OpenAlex Topic Classification](https://github.com/ourresearch/openalex-topic-classification)
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  That repository will also contain information about text preprocessing, modeling, testing, and deployment.
 
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  This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on a labeled dataset provided by CWTS:
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  [CWTS Labeled Data]
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+ It was made with the purpose of being able to classify scholarly work with a fixed set of well-defined topics. This is NOT the full model being used to tag [OpenAlex](https://openalex.org/) works with a topic. For that, check out the following github repo:
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  [OpenAlex Topic Classification](https://github.com/ourresearch/openalex-topic-classification)
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  That repository will also contain information about text preprocessing, modeling, testing, and deployment.