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AI Powered Discord Message Flagging

In the CSS discord, we provide a space where students can discuss almost any topic freely with each other. However, there are a few types of dialog we do not allow because they can potentially lead to negative exchanges, create an unwelcoming environment, or violate university regulations/the law.

We do not allow:

  • Racism, sexism or any other kind of intolerance or discrimination.
  • Trolling, comments intentionally inciting conflict, malicious personal attacks, spam, and sexually explicit content.
  • Trading of pirated or illegally acquired materials.
  • Cheating on individual assessments.
  • Political/controversial talk.

Our moderation team is committed to upholding these regulations and ensuring we maintain a respectful and positive environment for everyone. In order to assist with these efforts, we are employing an AI powered sentiment analyzer that will flag potentially problematic messages for us. It's a BERT finetune, and its training pipeline is contained within this repository.

Disclaimer: The dataset in this repository contains NSFW and offensive content.

To download our pretrained model: https://drive.google.com/file/d/1zH6KJqPkyujFv_2yo_P_lYJMYtZ72Irj/view?usp=drive_link

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