How do I disable the long press Super key from showing the shortcuts window?

Solution 1:

1) Install Compiz-Settings-Manager (sudo apt-get install compizconfig-settings-manager),

2) Go to "Ubuntu Unity Plugin" > "Experimental" and uncheck "Enable Shortcuts Hint Overlay".

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Solution 2:

If I'm not mistaken (too bad I'm not in Ubuntu right now to check it out), you can also use Unity Tweak Tool to disable the shortcuts overlay.