Years ago I went to a friend's birthday dinner at Laylina in Falls Church.

That would have been when Dubya was still President so between that and my not knowing what would be authentic take the above with a grain of salt. but I recall a delicious meal and comfortable atmosphere. Fwiw, I've always had good meals at Lebanese Taverna, eaten at multiple restos plus the more fast casual cafe locations