Unfortunately HTML::LinkExtor does not offer a way of extracting the link text from the 'A' tag. You can resort to the HTML::TokeParser instead.

The HTML::TokeParser perldoc contains a snippet that does exactly what you ask for, except that the link URLs it extracts can be relative so you need to concatenate a base to them.