AI Chatbots With TensorFlow.js: Improved Emotion Detection in Text

Raphael Mun

Rate me:

5.00/5 (3 votes)

19 Oct 2020CPOL4 min read

8.2K

180

In this article we are going to look at embedding entire sentences, rather than individual words, so that we can get much more accurate results in detecting emotion from the text.

Here, by leveraging the powerful Universal Sentence Encoder library built on the transformer architecture, we will improve our model’s ability to comprehend sentences and distinguish between them.

Views

Daily Counts

Downloads

Weekly Counts

This article is part of the series 'AI Chatbot with Tensorflow ◁ Prev View All Next ▷

License

This article, along with any associated source code and files, is licensed under The Code Project Open License (CPOL)

Written By

Raphael Mun

United States

Raphael Mun is a tech entrepreneur and educator who has been developing software professionally for over 20 years. He currently runs Lemmino, Inc and teaches and entertains through his Instafluff livestreams on Twitch building open source projects with his community.

AI Chatbots With TensorFlow.js: Improved Emotion Detection in Text

Views

Downloads

License

Comments and Discussions