  We present an efficient and robust reference resolution algorithm in an
end-to-end state-of-the-art information extraction system, which must work with
a considerably impoverished syntactic analysis of the input sentences.
Considering this disadvantage, the basic setup to collect, filter, then order
by salience does remarkably well with third-person pronouns, but needs more
semantic and discourse information to improve the treatments of other
expression types.
