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On Android, you can long press a conversation to enable multiple select and then bulk archive or delete.

Don't know of a way to do this on desktop.

I just tried it on my Galaxy S4. It doesn't work if you mix SMS and a hangout. You have to do each individually.

Edit: By individually I mean grouped. SMS bulk deleting works, as does hangouts, but you cannot mix them.