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BERT-hateSpeechRecognition-German
jorgeortizv/BERT-hateSpeechRecognition-German
BERT-hateSpeechRecognition-German is a text classification model from jorgeortizv. Use it when you need a label for a piece of text. It is set up for transformers.
Fine tunning of bert-base-german-cased[1] using the HASOC dataset[2] to detect hate speech, specifically in german language.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Oct 25, 2023
- Updated
- Oct 25, 2023
- SHA
- d814b5e4
Model card
From the Hugging Face model README
Fine tunning of bert-base-german-cased[1] using the HASOC dataset[2] to detect hate speech, specifically in german language.
Interpreting results:
- Label 0 -> No hate speech detected
- Label 1 -> Hate speech detected
References:
-
[1] Chan, B. Möller, T. Pietsch, M. et al. (2019). bert-base-german-cased. Retrieved from: https://huggingface.co/bert-base-german-cased
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[2] Mandl, T. Modha, S., Shahi, G., et al. (2020). Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages. Forum for Information Retrieval Evaluation. Dataset retrieved from: https://hasocfire.github.io/hasoc/2019/dataset.html
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- de
- Created
- Oct 25, 2023
- Updated
- Oct 25, 2023