moderatehatespeech

This plugin implements ModerateHatespeech.com’s machine learning API to detect and flag potentially toxic and hateful comments. A configurable threshold can be set and comments with scores above that threshold will be sent to the moderation queue for administrative approval.
A free API key from <a href="https://moderatehatespeech.com" rel="nofollow ugc">ModerateHatespeech.com</a> is required.
<h3>Defining Toxic</h3>
We define “Toxic” as “any content a reasonable, PG-13 forum wouldn’t want for content reasons.”
This does not include:
<ul>
<li>Spam or Advertisements</li>
<li>NSFW/Explicit Content</li>
<li>Forum-specific Etiquette</li>
</ul>
This does include:
<ul>
<li>Hate Speech</li>
<li>Verbal Insults</li>
<li>Slurs Directed Towards a Group</li>
</ul>
More details on toxicity, as well as model accuracy and bias can be found on <a href="https://moderatehatespeech.com/framework/" rel="nofollow ugc">ModerateHatespeech.com</a>
This plugin is part of the ModerateHatespeech project, an initiative to research and reduce online hate. Use of the API constitues acceptance of <a href="https://moderatehatespeech.com/terms-and-privacy" rel="nofollow ugc">ModerateHatespeech’s Terms of Service and Privacy Policies</a>.

Auto Comment Moderation

Automatically send toxic and hateful comments to the comment moderation queue.

Jordi Cabot

seriouswp

Toxic comments are becoming a major challenge to have meaningful online discussions.
This plugin uses a pre-trained toxic classifier from <a href="https://www.tensorflow.org/" rel="nofollow ugc">TensorFlow</a> to classify a comment as toxic. See more technical details on the quality of the model <a href="https://medium.com/tensorflow/text-classification-using-tensorflow-js-an-example-of-detecting-offensive-language-in-browser-e2b94e3565ce" rel="nofollow ugc">here</a>.
Once a comment is flagged as toxic, the comment is blocked and the plugin alerts the comment author and asks to modify the text before trying again.
In the default Settings->Discussion page you can enable the detection of toxic comments and define the threshold confidence level for the prediction.

Serious Toxic Comments

Very simple way to block some nasty comments to get to your blog. 

Also, good example of integrating ML in a WP plugin that I hope help others realize how easy would be to integrate other pre-trained models as part of cool ML-based WP plugins

Stop the trolls

Flag and block toxic comments from polluting your site with insults, threats, obscenities, etc.

Auto Comment Moderation vs Serious Toxic Comments