Why John Married Mary: Understanding Stories Involving Recurring Goals

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The NarrativeQA Reading Comprehension Challenge (2017, background): “…et al., 2014a), understanding relationships between characters (Iyyer et al., 2016; Chaturvedi et al., 2017), or understanding plans, goals, and narrative structure in terms of abstract narratives (Schank and Abelson, 1977; Wilensky, 1978; Black and Wilensky, 1979; Chambers and Jurafsky, 2009).”
Techniques for Plan Recognition (2001, background): “Perhaps the most well-known of the early plan recognition systems are those of Robert Wilensky (Wilensky, 1978, 1983) and James Allen (Allen and Perrault, 1980; Perrault and Allen, 1980).”