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    NAACL
    2004
    119views Computational Linguistics» more  NAACL 2004»
    Evaluating Content Selection in Summarization: The Pyramid Method
    13 years 5 months ago
    Evaluating Content Selection in Summarization: The Pyramid Method
    Download  www.cs.columbia.edu
    We present an empirically grounded method for evaluating content selection in summarization. It incorporates the idea that no single best model summary for a collection of documen...
    Ani Nenkova, Rebecca J. Passonneau
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    EMNLP
    2009
    165views Natural Language Processing» more  EMNLP 2009»
    Automatically Evaluating Content Selection in Summarization without Human Models
    13 years 2 months ago
    Automatically Evaluating Content Selection in Summarization without Human Models
    Download  www.aclweb.org
    We present a fully automatic method for content selection evaluation in summarization that does not require the creation of human model summaries. Our work capitalizes on the assu...
    Annie Louis, Ani Nenkova
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    ACL
    2007
    83views Computational Linguistics» more  ACL 2007»
    Support Vector Machines for Query-focused Summarization trained and evaluated on Pyramid data
    13 years 5 months ago
    Support Vector Machines for Query-focused Summarization trained and evaluated on Pyramid data
    Download  courses.washington.edu
    This paper presents the use of Support Vector Machines (SVM) to detect relevant information to be included in a queryfocused summary. Several SVMs are trained using information fr...
    María Fuentes Fort, Enrique Alfonseca, Hora...
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    COLING
    2010
    408views Computational Linguistics» more  COLING 2010»
    Learning Summary Content Units with Topic Modeling
    12 years 11 months ago
    Learning Summary Content Units with Topic Modeling
    Download  www.aclweb.org
    In the field of multi-document summarization, the Pyramid method has become an important approach for evaluating machine-generated summaries. The method is based on the manual ann...
    Leonhard Hennig, Ernesto William De Luca, Sahin Al...
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    NLE
    2010
    100views more  NLE 2010»
    Formal and functional assessment of the pyramid method for summary content evaluation
    13 years 2 months ago
    Formal and functional assessment of the pyramid method for summary content evaluation
    Download  www1.ccls.columbia.edu
    Pyramid annotation makes it possible to evaluate quantitatively and qualitatively the content of machine-generated (or human) summaries. Evaluation methods must prove themselves a...
    Rebecca J. Passonneau
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