You can hide it by adding the following CSS code in the Custom CSS code option of your theme on the below path.

Admin Area -> Appearance -> Theme Settings -> Custom Code -> CSS Code

body.tax-fw-portfolio-category #content .sh-portfolio-description {
    display: none;
}