Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach

Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach

The increasing amount of online content motivated the development of multi-document summarization methods. In this work, we explore straightforward approaches to extend single-document summarization methods to multi-document summarization. The proposed methods are based on the hierarchical combinati...

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Hauptverfasser: Marujo, Luís, Ribeiro, Ricardo, de Matos, David Martins, Neto, João P, Gershman, Anatole, Carbonell, Jaime
Format: Artikel
Sprache:eng
Schlagworte:
Computer Science - Computation and Language
Computer Science - Information Retrieval
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Zusammenfassung:The increasing amount of online content motivated the development of multi-document summarization methods. In this work, we explore straightforward approaches to extend single-document summarization methods to multi-document summarization. The proposed methods are based on the hierarchical combination of single-document summaries, and achieves state of the art results.
DOI:10.48550/arxiv.1507.02907