Knowledge Sources for Word Sense Disambiguation

dc.creatorAgirre, Eneko
dc.creatorMartinez, David
dc.date2001-09-18
dc.date.accessioned2026-07-07T03:17:32Z
dc.date.available2026-07-07T03:17:32Z
dc.descriptionTwo kinds of systems have been defined during the long history of WSD: principled systems that define which knowledge types are useful for WSD, and robust systems that use the information sources at hand, such as, dictionaries, light-weight ontologies or hand-tagged corpora. This paper tries to systematize the relation between desired knowledge types and actual information sources. We also compare the results for a wide range of algorithms that have been evaluated on a common test setting in our research group. We hope that this analysis will help change the shift from systems based on information sources to systems based on knowledge sources. This study might also shed some light on semi-automatic acquisition of desired knowledge types from existing resources.
dc.identifierhttps://arxiv.org/abs/cs/0109030
dc.identifierhttp://arxiv.org/abs/cs/0109030
dc.identifierProceedings of the Fourth International Conference TSD 2001, Plzen (Pilsen), Czech Republic, September 2001. Published in the Springer Verlag Lecture Notes in Computer Science series. Vaclav Matousek, Pavel Mautner, Roman Moucek, Karel Tauser (eds.)
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/30753
dc.subjectComputation and Language
dc.subjectI.2.7
dc.titleKnowledge Sources for Word Sense Disambiguation
dc.typetext

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