%0 Conference Paper %1 kdml11 %A Mencía., Eneldo Loza %B Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen & Adaptivitaet %C Kassel, Germany %D 2010 %E Atzmüller, Martin %E Benz, Dominik %E Hotho, Andreas %E Stumme, Gerd %K classification extraction information labelling language multilabel natural processing room:0410 sequential session:poster workshop:kdml %T An Evaluation of Multilabel Classification for the Automatic Annotation of Texts %U http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml11.pdf %X This article presents the formulation of an information extraction as a multilabel classification problem. This representation allows for exploiting annotation overlappings and correlations. The standard multiclass approach is compared to different multilabel classification algorithms.

@inproceedings{kdml11, abstract = {This article presents the formulation of an information extraction as a multilabel classification problem. This representation allows for exploiting annotation overlappings and correlations. The standard multiclass approach is compared to different multilabel classification algorithms.}, added-at = {2010-10-05T14:15:12.000+0200}, address = {Kassel, Germany}, author = {Mencía., Eneldo Loza}, biburl = {https://www.bibsonomy.org/bibtex/2c3f8f45d58e033a33cacb97ff489b518/lwa2010}, booktitle = {Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen {\&} Adaptivitaet}, crossref = {lwa2010}, editor = {Atzmüller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}, interhash = {3291f03181d4161d586b4a75e44a60e1}, intrahash = {c3f8f45d58e033a33cacb97ff489b518}, keywords = {classification extraction information labelling language multilabel natural processing room:0410 sequential session:poster workshop:kdml}, presentation_end = {2010-10-06 10:07:30}, presentation_start = {2010-10-06 09:45:00}, room = {0410}, session = {poster}, timestamp = {2010-10-05T14:15:14.000+0200}, title = {An Evaluation of Multilabel Classification for the Automatic Annotation of Texts}, track = {kdml}, url = {http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml11.pdf}, year = 2010 }