Sure there is..
Right click on the taskbar, goto remove -> applet -> taskbar.
Presto it's gone... just becareful because minimizing apps will hide them for good.
P.S. This assumes you're using Kde
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Oops!!! I can't read.... you want to hide the text and show icons only!
That I don't know... sorry for taking up space here..