GroNLP / bert_dutch_base_abusive_language

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Total runs: 87
24-hour runs: 0
7-day runs: 12
30-day runs: 29
Model's Last Updated: September 11 2023
text-classification

Introduction of bert_dutch_base_abusive_language

Model Details of bert_dutch_base_abusive_language

Fine-tuned model for detecting instances of abusive language in Ducth tweets. The model has been trained with DALC v2.0 .

Abusive language is defined as "Impolite, harsh, or hurtful language (that may contain profanities or vulgar language) that result in a debasement, harassment, threat, or aggression of an individual or a (social) group, but not necessarily of an entity, an institution, an organisations, or a concept." ( Ruitenbeek et al., 2022 )

The model achieve the following results on multiple test data:

  • DALC held-out test set: macro F1: 72.23; F1 Abusive: 51.60
  • HateCheck-NL (functional benchmark for hate speech): Accuracy: 60.19; Accuracy non-hateful tests: 57.38 ; Accuracy hateful tests: 59.58
  • OP-NL (dynamyc benchmark for offensive language): macro F1: 57.57

More details on the training settings and pre-processind are available here

Runs of GroNLP bert_dutch_base_abusive_language on huggingface.co

87
Total runs
0
24-hour runs
5
3-day runs
12
7-day runs
29
30-day runs

More Information About bert_dutch_base_abusive_language huggingface.co Model

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bert_dutch_base_abusive_language huggingface.co

bert_dutch_base_abusive_language huggingface.co is an AI model on huggingface.co that provides bert_dutch_base_abusive_language's model effect (), which can be used instantly with this GroNLP bert_dutch_base_abusive_language model. huggingface.co supports a free trial of the bert_dutch_base_abusive_language model, and also provides paid use of the bert_dutch_base_abusive_language. Support call bert_dutch_base_abusive_language model through api, including Node.js, Python, http.

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https://huggingface.co/GroNLP/bert_dutch_base_abusive_language

GroNLP bert_dutch_base_abusive_language online free

bert_dutch_base_abusive_language huggingface.co is an online trial and call api platform, which integrates bert_dutch_base_abusive_language's modeling effects, including api services, and provides a free online trial of bert_dutch_base_abusive_language, you can try bert_dutch_base_abusive_language online for free by clicking the link below.

GroNLP bert_dutch_base_abusive_language online free url in huggingface.co:

https://huggingface.co/GroNLP/bert_dutch_base_abusive_language

bert_dutch_base_abusive_language install

bert_dutch_base_abusive_language is an open source model from GitHub that offers a free installation service, and any user can find bert_dutch_base_abusive_language on GitHub to install. At the same time, huggingface.co provides the effect of bert_dutch_base_abusive_language install, users can directly use bert_dutch_base_abusive_language installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bert_dutch_base_abusive_language install url in huggingface.co:

https://huggingface.co/GroNLP/bert_dutch_base_abusive_language

Url of bert_dutch_base_abusive_language

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Provider of bert_dutch_base_abusive_language huggingface.co

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