Based on such alignments, we show that implicit argument instances can be automatically induced and applied to improve a current model of linking implicit arguments in discourse.
in addition to entity-grid like features, Pitler and Nenkova (2008) also use text length, word overlap, and pronoun occurrences as features for predicting readability.