We first evaluate our model on a standard entity extraction task, using the evaluation settings from Chambers and Jurafsky (2011) (henceforth, C&J) to enable a head-to-head comparison.
we use the MUC-4 data set (1992) , which contains 1300 training and development documents on terrorism in South America, with 200 additional documents for testing.