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Projective dependency parsing with perceptron
dc.contributor.author | Carreras Pérez, Xavier |
dc.contributor.author | Surdeanu, Mihai |
dc.contributor.author | Màrquez Villodre, Lluís |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
dc.date.accessioned | 2010-10-20T11:58:06Z |
dc.date.available | 2010-10-20T11:58:06Z |
dc.date.created | 2010 |
dc.date.issued | 2010 |
dc.identifier.citation | Carreras, X.; Surdeanu, M.; Màrquez, L. Projective dependency parsing with perceptron. A: Conference on Computational Natural Language Learning. "Tenth Conference on Computational Natural Language Learning (CoNLL-X)". New York City: 2010, p. 181-185. |
dc.identifier.uri | http://hdl.handle.net/2117/9861 |
dc.description.abstract | We describe an online learning dependency parser for the CoNLL-X Shared Task, based on the bottom-up projective algorithm of Eisner (2000). We experiment with a large feature set that models: the tokens involved in dependencies and their immediate context, the surfacetext distance between tokens, and the syntactic context dominated by each dependency. In experiments, the treatment of multilingual information was totally blind. |
dc.format.extent | 5 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural |
dc.subject.lcsh | Computational linguistics |
dc.title | Projective dependency parsing with perceptron |
dc.type | Conference report |
dc.subject.lemac | Lingüística computacional |
dc.contributor.group | Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://aclweb.org/anthology-new/W/W06/W06-2925.pdf |
dc.rights.access | Open Access |
local.identifier.drac | 2752824 |
dc.description.version | Postprint (author’s final draft) |
local.citation.author | Carreras, X.; Surdeanu, M.; Màrquez, L. |
local.citation.contributor | Conference on Computational Natural Language Learning |
local.citation.pubplace | New York City |
local.citation.publicationName | Tenth Conference on Computational Natural Language Learning (CoNLL-X) |
local.citation.startingPage | 181 |
local.citation.endingPage | 185 |