[Plugin] Change Description

Hi there,

I’d like to change my plugin-description printed on wordpress.org, here: http://wordpress.org/extend/plugins/konverto/.

Is this only possible when adding a new version of my plugin using SVN?

Thanks in advance,
Jörg