(2015) also use the NYT portion of the Gigaword corpus, but with Concrete annotations; Pichotta and Mooney (2016) use the English Wikipedia as their data, and Stanford NLP tools for pre-processing while we use the Illinois NLP tools.
the eventual chain statistics are different, which leads to different test instances.