I'm not sure if it cares that there's no sunlight or not; I haven't actually tried yet though because I never seem to have any seeds to spare.
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According to this reddit post, it is possible.
This is the image that was posted as proof. 
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I can confirm that, but I think lanterns are necessary – Zommuter Dec 31 '11 at 14:39