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SVMs for the temporal expression chunking problem
dc.contributor.author | Poveda Poveda, Jordi |
dc.contributor.author | Surdeanu, Mihai |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
dc.date.accessioned | 2016-04-26T08:23:56Z |
dc.date.available | 2016-04-26T08:23:56Z |
dc.date.issued | 2006-11 |
dc.identifier.citation | Poveda, J., Surdeanu, M. "SVMs for the temporal expression chunking problem". 2006. |
dc.identifier.uri | http://hdl.handle.net/2117/86172 |
dc.description.abstract | This technical report provides a description of the Temporal Expression Chunking problem, which consists in finding the mentions of temporal expressions in free text documents, and reports on the results obtained using SVM classifiers to tackle this task. We first define the task in detail, then present a brief survey of relevant literature, state our approach and finally present the results of several experiments. These include a comparison of the correct recognition rate achieved using different polynomial kernel degrees, sets of features, and sizes of the context window. We use 5-fold cross-validation on the ACE 2005 corpus for training and for testing. |
dc.format.extent | 14 p. |
dc.language.iso | eng |
dc.relation.ispartofseries | LSI-06-37-R |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial |
dc.subject.other | SVM |
dc.subject.other | Information extraction |
dc.subject.other | NLP |
dc.subject.other | IE |
dc.subject.other | Temporal expressions |
dc.subject.other | Machine learning |
dc.title | SVMs for the temporal expression chunking problem |
dc.type | External research report |
dc.contributor.group | Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural |
dc.rights.access | Open Access |
local.identifier.drac | 1910740 |
dc.description.version | Postprint (published version) |
local.citation.author | Poveda, J.; Surdeanu, M. |
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