Spaces:
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Mario Faundez
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fix(docs): metadata readme.md
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README.md
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# Hate Speech Classifier
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This project uses TensorFlow, and BERT to implement a hate speech and offensive language classifier. The model is trained on the Hate Speech and Offensive Language Dataset and can classify tweets into three classes:
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- Classify text with BERT. (s. f.). TensorFlow. https://www.tensorflow.org/text/tutorials/classify_text_with_bert
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- Devlin, J., Chang, M., Lee, K., & Toutanova, K. (2018). BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv (Cornell University). https://arxiv.org/pdf/1810.04805v2
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- G. (2021, 3 febrero). Hate Speech - BERT+CNN and BERT+MLP in Tensorflow. Kaggle. https://www.kaggle.com/code/giovanimachado/hate-speech-bert-cnn-and-bert-mlp-in-tensorflow
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- Hate Speech and Offensive Language Dataset. (2020, 17 junio). Kaggle. https://www.kaggle.com/mrmorj/hate-speech-and-offensive-language-dataset
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---
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title: Classify Text With Bert Hate Speech
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emoji: 🔥
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colorFrom: purple
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colorTo: red
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sdk: gradio
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sdk_version: 3.20.1
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app_file: app.py
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pinned: false
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license: openrail
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---
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---
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title: Classify Text With Bert Hate Speech
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emoji: 🔥
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colorFrom: purple
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colorTo: red
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sdk: gradio
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sdk_version: 3.20.1
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app_file: app.py
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pinned: false
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license: openrail
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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# Hate Speech Classifier
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This project uses TensorFlow, and BERT to implement a hate speech and offensive language classifier. The model is trained on the Hate Speech and Offensive Language Dataset and can classify tweets into three classes:
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- Classify text with BERT. (s. f.). TensorFlow. https://www.tensorflow.org/text/tutorials/classify_text_with_bert
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- Devlin, J., Chang, M., Lee, K., & Toutanova, K. (2018). BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv (Cornell University). https://arxiv.org/pdf/1810.04805v2
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- G. (2021, 3 febrero). Hate Speech - BERT+CNN and BERT+MLP in Tensorflow. Kaggle. https://www.kaggle.com/code/giovanimachado/hate-speech-bert-cnn-and-bert-mlp-in-tensorflow
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- Hate Speech and Offensive Language Dataset. (2020, 17 junio). Kaggle. https://www.kaggle.com/mrmorj/hate-speech-and-offensive-language-dataset
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