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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
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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:
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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 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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