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5.5.0
metadata
title: Abuse HateSpe Profanity Detector App
emoji: 🚀
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: apache-2.0
Abusive Langauge, Hate Speech and Profanity Detection System using Pre-trained BERT models
This is an application for detecting abusive language, hate speech and profanity in a text speech using pre-trained Bert Transfomer-based models found at Hugging Facing Hub. The models used are as follow:
- Abusive Language: Hate-speech-CNERG/english-abusive-MuRIL a model trained for detecting abusive speech in English. It is finetuned on MuRIL model using English abusive speech dataset
- Hate Speech: cardiffnlp/twitter-roberta-base-hate-latest this model is a fine-tuned version of cardiffnlp/twitter-roberta-base-2022-154m for binary hate-speech classification. A combination of 13 different hate-speech datasets in the English language were used to fine-tune the model.
- Profanity: tarekziade/pardonmyai a fine-tuned model that detects profanity in text.