I feel it is unnecessary and too much text becomes distracting and disorientating for me.
1 Answer
Open the settings dialog (right-click on the panel button and choose "Properties") and uncheck the option labelled "Show application descriptions".
Open the settings dialog (right-click on the panel button and choose "Properties") and uncheck the option labelled "Show application descriptions".