Evaluation Setup We evaluate our approach on the following four datasets: CoNLL-YAGO (Hoffart et al., 2011), ACE 2004(NIST, 2004Ratinov et al., 2011), ACE 2005(NIST, 2005Bentivogli et al., 2010), and Wikipedia (Ratinov et al., 2011).
prior work has shown that, for a given mention, aggressively pruning the set of possible entities to a small subset hurts performance only negligibly, while making the linker extremely efficient.