“…With the rise of sociological approaches to narrative, work in literary criticism has increasingly turned to the ways in which authors depict social networks in their texts. This includes critical attention to both network topologies, such as understanding characters and their structural relationships with others (Levine, 2009), and information flow, such as theorizing the representation of disease and gossip (Levine, 2009;Margolis, 2012;Spacks, 1985). Much computational work in NLP has arisen to support the former line of research, including extracting social networks from text , predicting familial relationships (Makazhanov et al, 2014), and modeling the interactions between characters (Iyyer et al, 2016;Chaturvedi et al, 2017).…”