I think assigning empty string is the only option.
There is an option with IDML.
If your object is a page item, you could export as a snippet, open the idms file in a text editor, remove the label in the snippet, place the snippet.
You just have to look for something like that:
<Label> <KeyValuePair Key="String" Value="String"/> </Label>
I see... Thanks