... achievesthe lowest average rank and the highest Recall@50. For the Fairy Tale corpus, 1-skip bigrams and 2-skip bigrams perform similarly, and both havelower average rank and higher Recall@50 thanregular ... skip-grams for collecting narrative event statistics, and show that this approach performs betterthan classic n-gram statistics.•We propose a new method for ranking eventsgiven a partial script, and ... McIntyre and Lapata followed inthis same paradigm, (McIntyre and Lapata, 2009;McIntyre and Lapata, 2010), collecting chains ofevents by looking at entities and the sequence ofverbs for which...