BioGen generates biographical sentences clustered by life events and claims its outputs are significantly closer to Wikipedia biographies than prior methods.
Multi-document Biography Summarization
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abstract
In this paper we describe a biography summarization system using sentence classification and ideas from information retrieval. Although the individual techniques are not new, assembling and applying them to generate multi-document biographies is new. Our system was evaluated in DUC2004. It is among the top performers in task 5-short summaries focused by person questions.
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BioGen: Automated Biography Generation
BioGen generates biographical sentences clustered by life events and claims its outputs are significantly closer to Wikipedia biographies than prior methods.