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Research on multi-document summarization model based on dynamic manifold-ranking

  • Northeast Forestry University
  • Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper introduces a model to describe the dynamic evolution of network information, identifying and analyzing the document collection on the same topic in different stages. In order to characterize the dynamic relationship of evolutionary content differences, this paper presents a dynamic multi-document summarization model, which is called the Dynamic Manifold-Ranking Model (DMRM). Some experiments were conducted on the Update Task test data from TAC2008, and results of new model were compared with results from the TAC2008 evaluation. This comparison demonstrated the effectiveness of the model.

Original languageEnglish
Title of host publicationProceedings - 2011 International Conference on Asian Language Processing, IALP 2011
Pages158-161
Number of pages4
DOIs
StatePublished - 2011
Event2011 International Conference on Asian Language Processing, IALP 2011 - Penang, Malaysia
Duration: 15 Nov 201117 Nov 2011

Publication series

NameProceedings - 2011 International Conference on Asian Language Processing, IALP 2011

Conference

Conference2011 International Conference on Asian Language Processing, IALP 2011
Country/TerritoryMalaysia
CityPenang
Period15/11/1117/11/11

Keywords

  • Dynamic
  • Manifold-Ranking
  • Summarization

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