Live Blog Summarization

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dc.bibliographicCitation.firstPage33en_US
dc.bibliographicCitation.issue1en_US
dc.bibliographicCitation.lastPage62en_US
dc.bibliographicCitation.volume55en_US
dc.contributor.authorAvinesh, P. V. S.
dc.contributor.authorPeyrard, Maxime
dc.contributor.authorMeyer, Christian M.
dc.date.accessioned2023-03-27T09:28:29Z
dc.date.accessioned2023-03-28T05:57:19Z
dc.date.available2023-03-27T09:28:29Z
dc.date.issued2021en_US
dc.date.updated2023-03-25T15:45:56Z
dc.description.abstractLive blogs are an increasingly popular news format to cover breaking news and live events in online journalism. Online news websites around the world are using this medium to give their readers a minute by minute update on an event. Good summaries enhance the value of the live blogs for a reader, but are often not available. In this article, (a) we first define the task of summarizing a live blog, (b) study ways of automatically collecting corpora for live blog summarization, and (c) understand the complexity of the task by empirically evaluating well-known state-of-the-art unsupervised and supervised summarization systems on our new corpus. We show that live blog summarization poses new challenges in the field of news summarization, since frequency and positional signals cannot be used. We make our tools publicly available to reconstruct the corpus and to conduct our empirical experiments. This encourages the research community to build upon and replicate our results.en_US
dc.description.sponsorshipDeutsche Forschungsgemeinschaft http://dx.doi.org/10.13039/501100001659
dc.description.sponsorshipTechnische Universität Darmstadt (3139)
dc.identifier.doi10.1007/s10579-020-09513-5
dc.identifier.urihttp://resolver.sub.uni-goettingen.de/purl?fidaac-11858/2903
dc.language.isoengen_US
dc.relation.issn1574-020Xen_US
dc.relation.journalLanguage Resources and Evaluationen_US
dc.rightsL::CC BY 4.0en_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subject.ddcddc:070en_US
dc.subject.ddcddc:400en_US
dc.subject.fielddigitalhumanitiesen_US
dc.subject.fieldmediastudiesen_US
dc.subject.fieldlinguisticsen_US
dc.titleLive Blog Summarizationen_US
dc.title.specialissueLREC 2018: Selected Papersen_US
dc.typearticleen_US
dc.type.versionpublishedVersionen_US
dspace.entity.typePublication
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