At the Parliament Buildings event, politicians heard the concerns and challenges faced by lesbian, gay, bisexual and trans- gender people.
In a statement the DUP said they weren't given enough time to supply a speaker.
Ulster Unionist MLA John McAllister said: "It blows a hole in the new cuddly image Peter Robinson has been trying to put out there."
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