[Corpora-List] Resources concerning multilabel problem - SUMMARY

From: Cecilie Desiree Widsteen (cecilidw@student.iln.uio.no)
Date: Thu Aug 24 2006 - 11:43:52 MET DST

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    Hi all,

    I am very grateful for all the responses I got, and would like to post a
    short summary of the information they provided:

    Machine Learning in Automated Text Categorization (Fabrizio Sebastiani,
    ACM 2002), Section 2.2 "Single-Label Versus Multilabel
    Text Categorization".
    http://www.math.unipd.it/~fabseb60/Publications/ACMCS02.pdf
     
    LIBSVM:
    http://www.csie.ntu.edu.tw/~cjlin/libsvm/ ,in particular
    http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multilabel.html
    where there are sample multi-labelled datasets.

    BoosTexter: A System for Multiclass Multi-label Text Categorization (1998)
    Robert E. Schapire, Yoram Singer
    http://citeseer.ist.psu.edu/schapire98boostexter.html

    Experiments with multi-label text classifier on the Reuters collection
    Domonkos Tikk and Gyorgy Biro
    http://citeseer.ist.psu.edu/685281.html

    Multi-Label Text Classification with a Mixture Model Trained by EM (1999)
    Andrew Kachites McCallum
    http://citeseer.ist.psu.edu/mccallum99multilabel.html

    Collective Multi-Label Classification (2005)
    Ghamrawi and McCallum
    http://www.cs.umass.edu/~mccallum/publications-by-date.html

    Error-Correcting Output Coding for Text Classification (1999)
    Adam Berger
    http://citeseer.ist.psu.edu/8956.html

    Just-In-Time Language Modelling (1998)
    Adam Berger, Robert Miller
    http://citeseer.ist.psu.edu/19268.html

    Pouliquen Bruno, Ralf Steinberger & Camelia Ignat (2003). Automatic
    Annotation of Multilingual Text Collections with a Conceptual Thesaurus.
    (EUROLAN'2003).
    http://langtech.jrc.it/Documents/EuroLan-03_Pouliquen-Steinberger-et-al.pdf

    Again, my thanks to all those who were so kind as to answer my question :)

    --
    Cecilie D. Widsteen
    Department of Informatics,
    University of Oslo
    



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