A Handbook to Literature
The following books are good places to go when you need short definitions or brief encyclopedia-type entries. They will help give you background info, but will not have in-depth analysis or literary criticism.
Dictionary of Concepts in Literary Criticism and Theory
Oxford Dictionary of Literary Terms
Oxford Encyclopedia of American Literature
Dictionary of Literary Symbols
Looking for info on symbols and symbolism? Try these...
Complete Dictionary of Symbols