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On the portability and tuning of supervised word sense disambiguation systems
dc.contributor.author | Escudero Bakx, Gerard |
dc.contributor.author | Màrquez Villodre, Lluís |
dc.contributor.author | Rigau Claramunt, German |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
dc.date.accessioned | 2016-11-09T12:05:52Z |
dc.date.available | 2016-11-09T12:05:52Z |
dc.date.issued | 2000-05 |
dc.identifier.citation | Escudero, G., Marquez, L., Rigau, G. "On the portability and tuning of supervised word sense disambiguation systems". 2000. |
dc.identifier.uri | http://hdl.handle.net/2117/95946 |
dc.description.abstract | This report describes a set of experiments carried out to explore the portability of alternative supervised Word Sense Disambiguation algorithms. The aim of the work is threefold: firstly, studying the performance of these algorithms when tested on a different corpus from that they were trained on; secondly, exploring their ability to tune to new domains, and thirdly, demonstrating empirically that the LazyBoosting algorithm outperforms state-of-the-art supervised WSD algorithms in both previous situations. |
dc.format.extent | 18 p. |
dc.language.iso | eng |
dc.relation.ispartofseries | LSI-00-30-R |
dc.subject | Àrees temàtiques de la UPC::Informàtica |
dc.subject.other | Word sense disambiguation |
dc.subject.other | WSD |
dc.subject.other | LazyBoosting algorithm |
dc.subject.other | Machine learning |
dc.subject.other | Natural language processing |
dc.subject.other | Portability and tuning of NLP systems |
dc.title | On the portability and tuning of supervised word sense disambiguation systems |
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 | 1845619 |
dc.description.version | Postprint (published version) |
local.citation.author | Escudero, G.; Marquez, L.; Rigau, G. |
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