More recently, automatic induction of script knowledge from text have started to attract attention: these methods exploit either natural texts (Chambers & Jurafsky, 2008; 2009) or crowdsourced data<cite> (Regneri et al., 2010)</cite> , and, consequently, do not require expensive expert annotation.