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- ---
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- language:
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- - nl
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- base_model:
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- - FacebookAI/xlm-roberta-base
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- pipeline_tag: token-classification
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- tags:
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- - coreference
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- - resolution
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- - gender
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- - neutral
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- - pronouns
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- - debiading
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- - dutch
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- - CDA
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- ---
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- This Dutch coreference resolution model is based on the [wl-coref](https://github.com/vdobrovolskii/wl-coref) model. The model was debiased through applying CDA, in order to improve its performance on gender-neutral pronouns and neopronouns. We used [XLM-RoBERTa-base](https://huggingface.co/FacebookAI/xlm-roberta-base) as our base model, fine-tuned the model on the [SoNaR-1 corpus](https://taalmaterialen.ivdnt.org/download/tstc-sonar-corpus/), and then further fine-tuned the model on a gender-neutral version of the this corpus for debiasing purposes. We used five different seeds during our experiment, and upload the five versions of the model.
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  For more information, see our [Github repository](https://github.com/gvanboven/Transforming_Dutch).
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+ ---
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+ language:
3
+ - nl
4
+ base_model:
5
+ - FacebookAI/xlm-roberta-base
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+ pipeline_tag: token-classification
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+ tags:
8
+ - coreference
9
+ - resolution
10
+ - gender
11
+ - neutral
12
+ - pronouns
13
+ - debiading
14
+ - dutch
15
+ - CDA
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+ ---
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+ This Dutch coreference resolution model is based on the [wl-coref](https://github.com/vdobrovolskii/wl-coref) model. The model was debiased through CDA, in order to improve its performance on gender-neutral pronouns and neopronouns. We used [XLM-RoBERTa-base](https://huggingface.co/FacebookAI/xlm-roberta-base) as our base model, fine-tuned the model on the [SoNaR-1 corpus](https://taalmaterialen.ivdnt.org/download/tstc-sonar-corpus/), and then further fine-tuned the model on a gender-neutral version of the this corpus for debiasing purposes. We used five different seeds during our experiment, and upload all five versions of the model.
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  For more information, see our [Github repository](https://github.com/gvanboven/Transforming_Dutch).
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