Given UK voted, narrowly, to Leave, they see it as a duty to negotiate the least damaging way of facilitating that, put it back to the people, but argue Remain is still the best option.
It is only made to look silly by a very particular framing: "so you would campaign against your own deal?" Of course, this has become very popular with journalists.