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BERT-hateSpeechRecognition-German

Text Classification

text-embeddings-inference

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jorgeortizv commited on Oct 25, 2023

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 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
-[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

 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
+- [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