In particular, several related techniques approach the problem of script induction as one of learning narrative chains from text corpora<cite> (Chambers and Jurafsky, 2008</cite>; Chambers and Jurafsky, 2009; Jans et al., 2012; Pichotta and Mooney, 2014) .