To resemble the existing CW resources (Shardlow, 2013;Paetzold and Specia, 2016a;Kauchak, 2013), we collected 500 sentences from Wikipedia.
the drop in the F-scores of the NEWS and WIKIPEDIA systems when moving from native to non-native datasets, could probably be attributed to a slightly lower inter-annotator agreement among nonnative than native annotators.