NewSum: "N-Gram Graph”-Based Summarization in the Real World

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Book Chapter
2014
Giannakopoulos
George Giannakopoulos, George Kiomourtzis, & Vangelis Karkaletsis
This chapter describes a real, multi-document, multilingual news summarization application, named NewSum, the research problems behind it, as well as the novel methods proposed and tested to solve these problems. The system uses the representation of n-gram graphs in a novel manner to perform sentence selection and redundancy removal for the summaries and faces problems related to topic and subtopic detection (via clustering) and multi-lingual applicability, which are caused by the nature of the real-world news summarization sources.
Software and Knowledge Engineering Laboratory (SKEL)
Publication Name: 
Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding
Page Start: 
205
Page End: 
230

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