Multi-view Story Characterization from Movie Plot Synopses and Reviews Sudipta Kar|, Gustavo Aguilar|, Mirella Lapata♠, Thamar Solorio| | University of Houston ♠ ILCC, University of Edinburgh fskar3,
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[email protected] Abstract Plot Synopsis In late summer 1945, guests are gathered for the wedding reception of Don Vito Corleone's daughter Connie (Talia Shire) and Carlo Rizzi This paper considers the problem of charac- (Gianni Russo). ... ... The film ends with Clemenza and new ca- terizing stories by inferring properties such as poregimes Rocco Lampone and Al Neri arriving and paying their re- spects to Michael. Clemenza kisses Michael's hand and greets him as theme and style using written synopses and "Don Corleone." As Kay watches, the office door is closed." reviews of movies. We experiment with a Review multi-label dataset of movie synopses and a Even if the viewer does not like mafia type of movies, he or she will tagset representing various attributes of sto- watch the entire film ... ... Its about family, loyalty, greed, relationships, and real life. This is a great mix, and the artistic style make the film ries (e.g., genre, type of events). Our pro- memorable. posed multi-view model encodes the synopses violence action murder atmospheric and reviews using hierarchical attention and revenge mafia family loyalty shows improvement over methods that only greed relationship artistic use synopses. Finally, we demonstrate how can we take advantage of such a model to ex- Figure 1: Example snippets from plot synopsis and review of tract a complementary set of story-attributes The Godfather and tags that can be generated from these.