Series

Explainable Artificial Intelligence

In this series, you will first get acquainted with the basics of explainable artificial intelligence, and then we will review several practical projects in this field.

What is explainable artificial intelligence?
Today, with the advancement of artificial intelligence models and the development of models such as deep neural networks, understanding the cause of the results of these models has become impossible.
May 4, 20234 min read99
Explainable CNN model on fashion mnist dataset
This blog post introduces an explainable Convolutional Neural Network (CNN) model I developed for the Fashion MNIST dataset. The work was initially presented at the ICCKE 2022 conference. Overview of
May 4, 20232 min read79
Explainable question answering system
This work represents one of the first efforts to bring explainability into Persian language QA systems, leveraging the powerful BERT model. Overview of BERT BERT (Bidirectional Encoder Representations
May 4, 20232 min read77

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