Annoying Album/Artist problem

I'm pretty OCD when It comes to my music library.  I have an iphone 4s with iOS 6 installed and the latest version of itunes.  My problem is that when I touch an artist's name on my phone to look at their albums, it doesn't show every album, yet when I type in the name of the album or missing song, it's there.  For example:  Let's say I hypothetically have the Beatles on my iphone with the album Abbey Road, The White Album, and Rubber Soul (according to itunes).  When I touch the artist "The Beatles" to look at the albums, only Abbey Road and The White Album appear.  When I type in Rubber Soul though in the search bar, it's apparently on my phone.  How do I solve this case of mysteriously "missing" albums/how do I make them all appear?  When I go on itunes, it says they're all on my phone and I made sure that all of the information for each album (besides title) is the same.  It's driving me crazy and this is happening with multiple albums/artists.  Thank you so much!