

ModerateHatespeech is a non-profit machine learning service designed to identify and flag toxic, hateful, and harmful content in online spaces. It uses RoBERTa models trained on a dataset of 293,822 entries to categorize text as either "flag" or "normal."
This tool is intended for operators of blogs, forums, and social media communities who manage user-generated content. By integrating the service via API or plugins, moderators can identify offensive material to support their manual review process.
Buyers should note that the service is designed as a first-line-of-defense tool. Because AI can have biases or make mistakes, it is intended to support human moderators rather than replace them with irreversible automated decisions.
Technical users can implement the tool using provided API endpoints or specific scripts for platforms like Reddit, while WordPress users have plugin support available.
Uses a transformer model trained on a diverse dataset to identify threats, extreme obscenity, insults, and identity-based hate.
Provides a confidence score from 0.5 to 1 for each prediction, which may help moderators set their own thresholds for flagging.
Offers endpoints for developers to retrieve toxicity moderation scores for specific strings of text.
Supports checking submitted comments against the moderation API within WordPress.
Employs targeted data augmentation to help reduce identity-based biases in the detection model.
Flagging hateful comments on forums to help moderators address them.
Using the WordPress plugin to identify toxic comments in a blog's comment section.
Integrating with platforms like Reddit via Python scripts to report flagged content to human moderators.
ModerateHatespeech is a non-profit initiative and is provided completely free of charge.
The service is provided completely free of charge as a non-profit initiative.
It uses RoBERTa machine learning models trained on 293,822 data entries to detect threats, insults, and identity-based hate.
Yes, it offers API integrations for Python and PHP, as well as a plugin for WordPress.
The developers suggest using the tool as a first-line-of-defense and recommend it should not make conclusive, irreversible decisions without human review.
Source category: Operations
Source subcategory: Customer Support
ModerateHatespeech is a free non-profit content moderation tool that uses AI to flag toxic and hateful content via API or WordPress plugins. Buyers should use it as a support tool for human moderators rather than for final, automated decision-making.