2017 · 23 citations · 8 references
ComputingComputer ScienceComputational LinguisticsNatural Language ProcessingText AnalyticsData SummarizationText PreprocessingText RepresentationText StructureText SummarizationTextual AnalysisEvent SummarizationMulti-document SummarizationNews SummarizationSummarizationSummarization Of News ArticlesText Exploration
We present a novel interactive summarization system that is based on abstractive summarization, derived from a recent consolidated knowledge representation for multiple texts. We incorporate a couple of interaction mechanisms, providing a bullet-style summary while allowing to attain the most important information first and interactively drill down to more specific details. A usability study of our implementation, for event news tweets, suggests the utility of our approach for text exploration.
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Toward Abstractive Summarization Using Semantic Representations
Fei Liu, Jeffrey Flanigan, Sam Thomson et al. · 2015 · 241 citations · Full text
Building event-centric knowledge graphs from news
Marco Rospocher, Marieke van Erp, Piek Vossen et al. · Journal of Web Semantics · 2016 · 182 citations
Hierarchical Summarization: Scaling Up Multi-Document Summarization
Janara Christensen, Stephen Soderland, Gagan Bansal et al. · 2014 · 59 citations · Full text
Anton Leuski, Chin-Yew Lin, Eduard Hovy · 2003 · 40 citations · Full text