The Collaborative International Dictionary of English v.0.48:

Ladylove \La"dy*love`\, n.
   A sweetheart or mistress.
   [1913 Webster]

WordNet (r) 3.0 (2006):

ladylove
    n 1: a woman who is a man's sweetheart [syn: ladylove,
         dulcinea]