Features were discovered from the actual sentence plan trees that the SPG generated through the feature derivation process described below , in a manner similar to that used by Collins ( 2000 ) .
discriminative reranking for natural language parsing
Michael Collins
In total , we used 3,291 features in training the SPR . Features were discovered from the actual sentence plan trees that the SPG generated through the feature derivation process described below , in a manner similar to that used by Collins ( 2000 ) . The motivation for the features was to capture declaratively decisions made by the randomized SPG .
Features were discovered from the actual sentence plan trees that the SPG generated through the feature derivation process described below , in a manner similar to that used by @@CITATION .