Matches in SemOpenAlex for { <https://semopenalex.org/work/W61058509> ?p ?o ?g. }
- W61058509 endingPage "458" @default.
- W61058509 startingPage "443" @default.
- W61058509 abstract "We address the problem of learning to rank documents in a multilingual context, when reference ranking information is only partially available. We propose a multiview learning approach to this semi-supervised ranking task, where the translation of a document in a given language is considered as a view of the document. Although both multiview and semi-supervised learning of classifiers have been studied extensively in recent years, their application to the problem of ranking has received much less attention. We describe a semi-supervised multiview ranking algorithm that exploits a global agreement between view-specific ranking functions on a set of unlabeled observations. We show that our proposed algorithm achieves significant improvements over both semi-supervised multiview classification and semi-supervised single-view rankers on a large multilingual collection of Reuters news covering 5 languages. Our experiments also suggest that our approach is most effective when few labeled documents are available and the classes are imbalanced." @default.
- W61058509 created "2016-06-24" @default.
- W61058509 creator A5044686680 @default.
- W61058509 creator A5065257553 @default.
- W61058509 creator A5084360449 @default.
- W61058509 date "2011-01-01" @default.
- W61058509 modified "2023-09-23" @default.
- W61058509 title "Multiview Semi-supervised Learning for Ranking Multilingual Documents" @default.
- W61058509 cites W1536675765 @default.
- W61058509 cites W1966949944 @default.
- W61058509 cites W2031823405 @default.
- W61058509 cites W2035720976 @default.
- W61058509 cites W2047221353 @default.
- W61058509 cites W2048679005 @default.
- W61058509 cites W2056960254 @default.
- W61058509 cites W2070771761 @default.
- W61058509 cites W2097089247 @default.
- W61058509 cites W2097308346 @default.
- W61058509 cites W2107275534 @default.
- W61058509 cites W3101685505 @default.
- W61058509 cites W4213009331 @default.
- W61058509 doi "https://doi.org/10.1007/978-3-642-23808-6_29" @default.
- W61058509 hasPublicationYear "2011" @default.
- W61058509 type Work @default.
- W61058509 sameAs 61058509 @default.
- W61058509 citedByCount "14" @default.
- W61058509 countsByYear W610585092012 @default.
- W61058509 countsByYear W610585092014 @default.
- W61058509 countsByYear W610585092015 @default.
- W61058509 countsByYear W610585092016 @default.
- W61058509 countsByYear W610585092018 @default.
- W61058509 countsByYear W610585092019 @default.
- W61058509 countsByYear W610585092020 @default.
- W61058509 countsByYear W610585092021 @default.
- W61058509 countsByYear W610585092022 @default.
- W61058509 countsByYear W610585092023 @default.
- W61058509 crossrefType "book-chapter" @default.
- W61058509 hasAuthorship W61058509A5044686680 @default.
- W61058509 hasAuthorship W61058509A5065257553 @default.
- W61058509 hasAuthorship W61058509A5084360449 @default.
- W61058509 hasBestOaLocation W610585091 @default.
- W61058509 hasConcept C114614502 @default.
- W61058509 hasConcept C119857082 @default.
- W61058509 hasConcept C124975894 @default.
- W61058509 hasConcept C136389625 @default.
- W61058509 hasConcept C154945302 @default.
- W61058509 hasConcept C162324750 @default.
- W61058509 hasConcept C164226766 @default.
- W61058509 hasConcept C165696696 @default.
- W61058509 hasConcept C166957645 @default.
- W61058509 hasConcept C177264268 @default.
- W61058509 hasConcept C187736073 @default.
- W61058509 hasConcept C189430467 @default.
- W61058509 hasConcept C199360897 @default.
- W61058509 hasConcept C204321447 @default.
- W61058509 hasConcept C205649164 @default.
- W61058509 hasConcept C23123220 @default.
- W61058509 hasConcept C2776145971 @default.
- W61058509 hasConcept C2779343474 @default.
- W61058509 hasConcept C2780451532 @default.
- W61058509 hasConcept C33923547 @default.
- W61058509 hasConcept C38652104 @default.
- W61058509 hasConcept C41008148 @default.
- W61058509 hasConcept C50644808 @default.
- W61058509 hasConcept C51632099 @default.
- W61058509 hasConcept C58973888 @default.
- W61058509 hasConcept C86037889 @default.
- W61058509 hasConceptScore W61058509C114614502 @default.
- W61058509 hasConceptScore W61058509C119857082 @default.
- W61058509 hasConceptScore W61058509C124975894 @default.
- W61058509 hasConceptScore W61058509C136389625 @default.
- W61058509 hasConceptScore W61058509C154945302 @default.
- W61058509 hasConceptScore W61058509C162324750 @default.
- W61058509 hasConceptScore W61058509C164226766 @default.
- W61058509 hasConceptScore W61058509C165696696 @default.
- W61058509 hasConceptScore W61058509C166957645 @default.
- W61058509 hasConceptScore W61058509C177264268 @default.
- W61058509 hasConceptScore W61058509C187736073 @default.
- W61058509 hasConceptScore W61058509C189430467 @default.
- W61058509 hasConceptScore W61058509C199360897 @default.
- W61058509 hasConceptScore W61058509C204321447 @default.
- W61058509 hasConceptScore W61058509C205649164 @default.
- W61058509 hasConceptScore W61058509C23123220 @default.
- W61058509 hasConceptScore W61058509C2776145971 @default.
- W61058509 hasConceptScore W61058509C2779343474 @default.
- W61058509 hasConceptScore W61058509C2780451532 @default.
- W61058509 hasConceptScore W61058509C33923547 @default.
- W61058509 hasConceptScore W61058509C38652104 @default.
- W61058509 hasConceptScore W61058509C41008148 @default.
- W61058509 hasConceptScore W61058509C50644808 @default.
- W61058509 hasConceptScore W61058509C51632099 @default.
- W61058509 hasConceptScore W61058509C58973888 @default.
- W61058509 hasConceptScore W61058509C86037889 @default.
- W61058509 hasLocation W610585091 @default.
- W61058509 hasLocation W610585092 @default.
- W61058509 hasLocation W610585093 @default.
- W61058509 hasOpenAccess W61058509 @default.
- W61058509 hasPrimaryLocation W610585091 @default.