HateShield is a Chrome extension that utilizes advanced Natural Language Processing (NLP) techniques to shield users from hate speech on social media platforms. By classifying comments as hate speech or normal, it creates a safer online environment by filtering out racist, sexist, homophobic comments, and general profanity according to user preferences.
- Customizable Filtering: Users can select on which platforms they want to filter comments.
- NLP Classification: Leveraging state-of-the-art NLP models to accurately identify hate speech.
- User-Friendly Interface: Simple and intuitive interface for a seamless user experience.
- Accuracy: More accurate and consistent than competitors in the market.
- Platform Selection: Users can choose the social media platforms where they want to apply the comment blocking functionality, such as YouTube, Instagram, or Twitter.
- Filtering Sensitivity: Users can select the intensity level of the hate comment filtering, ranging from low to high sensitivity, to match their desired level of protection.
- NLP Analysis: The extension utilizes advanced Natural Language Processing (NLP) techniques to analyze comments displayed on the screen in real-time.
- Keyword Matching: Comments are compared against a pre-defined dataset containing keywords related to various offensive categories.
- Overwriting Comments: If a comment matches any of the predefined categories, it is overwritten with a standardized message, such as "This comment was suspended because deemed ."
- Customization: Users have the flexibility to add or remove keywords from the blocked list, allowing them to fine-tune the filtering criteria according to their preferences.
- Clone the repository to your local machine.
git clone https://github.com/yourusername/hateshield.git