Content Deep Dive
Detect Toxic Language with Twilio Chat and Tensorflow.js
Blog post from Twilio
Post Details
Company
Date Published
Author
Lizzie Siegle
Word Count
1,293
Language
English
Hacker News Points
2
Summary
Detecting toxic language with Twilio Chat and TensorFlow.js is a powerful tool to combat the spread of hate speech in online communication. By using a pre-trained TensorFlow model and integrating it with Twilio Programmable Chat, developers can create applications that classify text as obscene or toxic on the client-side, providing users with a safer online experience. The application uses machine learning to analyze chat messages and display warning text if a message is deemed offensive, giving users an opportunity to reconsider their input before sending it. This approach not only enhances user safety but also provides a robust solution for detecting toxic language in various messaging platforms.