Pieter Delobelle
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README.md
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.
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widget:
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- text: "Ik erken dat dit een boek is, daarmee is alles gezegd."
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- text: "Prachtig verhaal, heel mooi verteld en een verrassend einde... Een topper!"
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# RobBERT finetuned for sentiment analysis on DBRD
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This is a finetuned model based on [
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# Training data and setup
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We used the [Dutch Book Reviews Dataset (DBRD)](https://huggingface.co/datasets/dbrd) from van der Burgh et al. (2019).
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If you would like to cite our paper or models, you can use the following BibTeX:
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```
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@inproceedings{delobelle2020robbert,
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title = "{R}ob{BERT}: a {D}utch {R}o{BERT}a-based {L}anguage {M}odel",
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author = "Delobelle, Pieter and
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9294064748201439
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widget:
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- text: "Ik erken dat dit een boek is, daarmee is alles gezegd."
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- text: "Prachtig verhaal, heel mooi verteld en een verrassend einde... Een topper!"
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# RobBERT finetuned for sentiment analysis on DBRD
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This is a finetuned model based on [RobBERTje (non-shuffled)](https://huggingface.co/DTAI-KULeuven/robbertje-1-gb-non-shuffled). We used [DBRD](https://huggingface.co/datasets/dbrd), which consists of book reviews from [hebban.nl](hebban.nl). Hence our example sentences about books. We did some limited experiments to test if this also works for other domains, but this was not
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# Training data and setup
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We used the [Dutch Book Reviews Dataset (DBRD)](https://huggingface.co/datasets/dbrd) from van der Burgh et al. (2019).
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If you would like to cite our paper or models, you can use the following BibTeX:
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```
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@article{Delobelle_Winters_Berendt_2021,
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title = {RobBERTje: A Distilled Dutch BERT Model},
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author = {Delobelle, Pieter and Winters, Thomas and Berendt, Bettina},
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year = 2021,
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month = {Dec.},
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journal = {Computational Linguistics in the Netherlands Journal},
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volume = 11,
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pages = {125–140},
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url = {https://www.clinjournal.org/clinj/article/view/131}
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}
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@inproceedings{delobelle2020robbert,
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title = "{R}ob{BERT}: a {D}utch {R}o{BERT}a-based {L}anguage {M}odel",
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author = "Delobelle, Pieter and
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