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README.md
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- low-resource languages
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---
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#
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Meertje is intended as a dialect classifier, developed at the Meertens Institute to distinguish between dialect material and Standard Dutch.
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The model was trained on the Dialect Novel Corpus, using a subcorpus of linguistic material from Drenthe.
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##
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Isolating dialect material from Dutch texts containing both dialect and Standard Dutch.
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##
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Sentences containing Drents vs. Standard Dutch sentences. Balanced train/dev/test at 2122/730/730.
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##
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| Material | F1 (weighted avg) | support |
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| ----------------- | ----------------- | ------- |
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| Zeeuws-Vlaams | 0.90 | 3231 |
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##
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Background article on the Meertje-project ([NL](https://meertens.knaw.nl/2026/03/05/kan-een-computer-dialect-herkennen/) or [Eng](https://www.the-low-countries.com/article/can-a-computer-recognise-dialect/))
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[Finetuning script](https://colab.research.google.com/drive/1XYuAeNQQrCZMvq24mdMRPNeay-MNhPrz?usp=sharing) (Colab Notebook)
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[Usage script](https://colab.research.google.com/drive/16LyvCtORY4NBo4PpN-Xwo_lP0zH2hwOI?usp=sharing) (Colab Notebook)
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- low-resource languages
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---
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# Model Description
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Meertje is intended as a dialect classifier, developed at the Meertens Institute to distinguish between dialect material and Standard Dutch.
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The model was trained on the Dialect Novel Corpus, using a subcorpus of linguistic material from Drenthe.
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## Intended Use
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Isolating dialect material from Dutch texts containing both dialect and Standard Dutch.
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## Training Data
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Sentences containing Drents vs. Standard Dutch sentences. Balanced train/dev/test at 2122/730/730.
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## Evaluation
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| Material | F1 (weighted avg) | support |
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| ----------------- | ----------------- | ------- |
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| Zeeuws-Vlaams | 0.90 | 3231 |
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## Further Resources
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Background article on the Meertje-project ([NL](https://meertens.knaw.nl/2026/03/05/kan-een-computer-dialect-herkennen/) or [Eng](https://www.the-low-countries.com/article/can-a-computer-recognise-dialect/))
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[Finetuning script](https://colab.research.google.com/drive/1XYuAeNQQrCZMvq24mdMRPNeay-MNhPrz?usp=sharing) (Colab Notebook)
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[Usage script](https://colab.research.google.com/drive/16LyvCtORY4NBo4PpN-Xwo_lP0zH2hwOI?usp=sharing) (Colab Notebook)
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