NLP algorithms have been investigated for automatically inducing scripts from unstructured texts (Mooney and De-Jong, 1985;Chambers and Jurafsky, 2008).
chambers and Jurafsky (2008) made a first attempt to learn scripts from test inducing event chains by grouping events based on their narrative coherence, calculated based on Pairwise Mutual Information (PMI).