This evaluation set-up is an improvement versus the one we previously reported ( Gerber and Chai 2010 ) , in which fixed partitions were used for training , development , and testing .
beyond nombank a study of implicit arguments for nominal predicates
Matthew Gerber Joyce Chai
Following this , we split the predicate instances evenly into ten folds and used each fold as testing data for a model trained on the instances outside the fold . This evaluation set-up is an improvement versus the one we previously reported ( Gerber and Chai 2010 ) , in which fixed partitions were used for training , development , and testing . During training , the system was provided with annotated predicate instances .
This evaluation set-up is an improvement versus the one we previously reported ( @@CITATION ) , in which fixed partitions were used for training , development , and testing .