Since we already supporting semicolon : in tag names I am able to create a new tag named :thinking: which is equal to 
emoji. Then I explored and found that emoji support in tags is easily doable by editing single line of code. And it is just working on my localhost as below
If you are welcome this in core then I will create PR. Else I can share it as custom theme.