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An approach to summarizing short stories

TitleAn approach to summarizing short stories
Publication TypeConference Paper
Year of Publication2006
AuthorsKazantseva A
Conference NameEleventh Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
PublisherAssociation for Computational Linguistics
Conference LocationTrento, Italy
Keywordsautomatic summarization

This paper describes a system that produces extractive summaries of short works of literary fiction. The ultimate purpose of produced summaries is defined as helping a reader to determine whether she would be interested in reading a particular story. To this end, the summary aims to provide a reader with an idea about the settings of a story (such as characters, time and place) without revealing the plot. The approach presented here relies heavily on the notion of aspect. Preliminary results show an improvement over two naïve baselines: a lead baseline and a more sophisticated variant of it. Although modest, the results suggest that using aspectual information may be of help when summarizing fiction. A more thorough evaluation involving human judges is under way.