Using same default view of WordPress theme you are using, you can display custom link titles on a sidebar widget. Custom Link Widget is a simple WordPress plugin that activates a widget that allows you to insert link URLs and custom titles.
Installation & Usage: Install and activate Custom Link Widget. After activation visit your admin area Dashboard -> Appearance -> Widgets page and Custom Link Widget to your sidebar, insert your links and their titles then click Save button.