%0 Conference Paper %1 baldewein04:_seman_role_label_with_simil %A Baldewein, Ulrike %A Erk, Katrin %A Padó, Sebastian %A Prescher, Detlef %B Proceedings of SENSEVAL 3 %C Barcelona, Spain %D 2004 %K conference myown %T Semantic Role Labelling With Similarity-Based Generalisation Using EM-based Clustering %U http://www.aclweb.org/anthology/W/W04/W04-0817.pdf %X We describe a system for semantic role assignment built as part of the Senseval III task, based on an off-the-shelf parser and Maxent and Memory-Based learners. We focus on generalisation using several similarity measures to increase the amount of training data available and on the use of EM-based clustering to improve role assignment. Our final score yields Precision=73.6\%, Recall=59.4\% (F=65.7).

@inproceedings{baldewein04:_seman_role_label_with_simil, abstract = {We describe a system for semantic role assignment built as part of the Senseval III task, based on an off-the-shelf parser and Maxent and Memory-Based learners. We focus on generalisation using several similarity measures to increase the amount of training data available and on the use of EM-based clustering to improve role assignment. Our final score yields Precision=73.6\%, Recall=59.4\% (F=65.7).}, added-at = {2017-04-03T19:28:28.000+0200}, address = {Barcelona, Spain}, author = {Baldewein, Ulrike and Erk, Katrin and Padó, Sebastian and Prescher, Detlef}, biburl = {https://puma.ub.uni-stuttgart.de/bibtex/2e178c00b7e13a971620b10dc3997bafd/sp}, booktitle = {Proceedings of SENSEVAL 3}, interhash = {bd184c6ee1183e62a16686ed40bdd233}, intrahash = {e178c00b7e13a971620b10dc3997bafd}, keywords = {conference myown}, timestamp = {2017-04-03T17:28:32.000+0200}, title = {Semantic Role Labelling With Similarity-Based Generalisation Using {EM}-based Clustering}, url = {http://www.aclweb.org/anthology/W/W04/W04-0817.pdf}, year = 2004 }