[Corpora-List] Resources concerning multilabel problem - SUMMARY

Cecilie Desiree Widsteen cecilidw at student.iln.uio.no
Thu Aug 24 09:43:52 UTC 2006


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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