English

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

Information Retrieval 2015-07-13 v1 Computation and Language

Abstract

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.

Keywords

Cite

@article{arxiv.1507.02907,
  title  = {Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach},
  author = {Luís Marujo and Ricardo Ribeiro and David Martins de Matos and João P. Neto and Anatole Gershman and Jaime Carbonell},
  journal= {arXiv preprint arXiv:1507.02907},
  year   = {2015}
}

Comments

6 pages, Please cite: Proceedings of *SEM: the 4th Joint Conference on Lexical and Computational Semantics (bibtex: http://aclweb.org/anthology/S/S15/S15-1020.bib)

R2 v1 2026-06-22T10:09:35.869Z