Matches in SemOpenAlex for { <https://semopenalex.org/work/W2182889308> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2182889308 abstract "In this paper we describe our statistical approach for the 2013 Bio- ASQ biomedical semantic indexing task where participating teams are provided with PubMed articles and asked to return relevant MeSH terms. Our overall ap- proach builds on our previous learning-to-rank research with features extracted from PubMed articles and MeSH terms collected from neighbor documents. More specifically, candidate MeSH terms were ranked using the MART algo- rithm. Furthermore, we make multiple adjustments to our previous method in- cluding dynamically selecting both the number of neighboring documents and the number of MeSH terms returned. In addition, we also incorporate new fea- tures from domain knowledge. Our best results on the largest official test set (Batch 2, Week 5) are 0.4617 and 0.5471 in flat and hierarchical F-measures, respectively. We find that our results compare favorably to the state of the art and that the newly proposed features result in improved performance." @default.
- W2182889308 created "2016-06-24" @default.
- W2182889308 creator A5083081872 @default.
- W2182889308 creator A5089104211 @default.
- W2182889308 date "2013-01-01" @default.
- W2182889308 modified "2023-09-24" @default.
- W2182889308 title "NCBI at the 2013 BioASQ challenge task: Learning to rank for automatic MeSH indexing" @default.
- W2182889308 cites W1550518777 @default.
- W2182889308 cites W1678356000 @default.
- W2182889308 cites W1973435495 @default.
- W2182889308 cites W2044986849 @default.
- W2182889308 cites W2061172803 @default.
- W2182889308 cites W20792526 @default.
- W2182889308 cites W2097553584 @default.
- W2182889308 cites W2108862644 @default.
- W2182889308 cites W2112227057 @default.
- W2182889308 cites W2128986427 @default.
- W2182889308 cites W2152143870 @default.
- W2182889308 cites W54319719 @default.
- W2182889308 hasPublicationYear "2013" @default.
- W2182889308 type Work @default.
- W2182889308 sameAs 2182889308 @default.
- W2182889308 citedByCount "9" @default.
- W2182889308 countsByYear W21828893082013 @default.
- W2182889308 countsByYear W21828893082014 @default.
- W2182889308 countsByYear W21828893082015 @default.
- W2182889308 countsByYear W21828893082016 @default.
- W2182889308 countsByYear W21828893082017 @default.
- W2182889308 crossrefType "journal-article" @default.
- W2182889308 hasAuthorship W2182889308A5083081872 @default.
- W2182889308 hasAuthorship W2182889308A5089104211 @default.
- W2182889308 hasConcept C114614502 @default.
- W2182889308 hasConcept C119857082 @default.
- W2182889308 hasConcept C124101348 @default.
- W2182889308 hasConcept C154945302 @default.
- W2182889308 hasConcept C162324750 @default.
- W2182889308 hasConcept C164226766 @default.
- W2182889308 hasConcept C177264268 @default.
- W2182889308 hasConcept C187736073 @default.
- W2182889308 hasConcept C189430467 @default.
- W2182889308 hasConcept C199360897 @default.
- W2182889308 hasConcept C23123220 @default.
- W2182889308 hasConcept C2780451532 @default.
- W2182889308 hasConcept C33923547 @default.
- W2182889308 hasConcept C41008148 @default.
- W2182889308 hasConcept C75165309 @default.
- W2182889308 hasConcept C86037889 @default.
- W2182889308 hasConceptScore W2182889308C114614502 @default.
- W2182889308 hasConceptScore W2182889308C119857082 @default.
- W2182889308 hasConceptScore W2182889308C124101348 @default.
- W2182889308 hasConceptScore W2182889308C154945302 @default.
- W2182889308 hasConceptScore W2182889308C162324750 @default.
- W2182889308 hasConceptScore W2182889308C164226766 @default.
- W2182889308 hasConceptScore W2182889308C177264268 @default.
- W2182889308 hasConceptScore W2182889308C187736073 @default.
- W2182889308 hasConceptScore W2182889308C189430467 @default.
- W2182889308 hasConceptScore W2182889308C199360897 @default.
- W2182889308 hasConceptScore W2182889308C23123220 @default.
- W2182889308 hasConceptScore W2182889308C2780451532 @default.
- W2182889308 hasConceptScore W2182889308C33923547 @default.
- W2182889308 hasConceptScore W2182889308C41008148 @default.
- W2182889308 hasConceptScore W2182889308C75165309 @default.
- W2182889308 hasConceptScore W2182889308C86037889 @default.
- W2182889308 hasOpenAccess W2182889308 @default.
- W2182889308 hasRelatedWork W1981208470 @default.
- W2182889308 hasRelatedWork W2019803754 @default.
- W2182889308 hasRelatedWork W2044986849 @default.
- W2182889308 hasRelatedWork W2057803903 @default.
- W2182889308 hasRelatedWork W2061172803 @default.
- W2182889308 hasRelatedWork W2122402213 @default.
- W2182889308 hasRelatedWork W2129144539 @default.
- W2182889308 hasRelatedWork W2152143870 @default.
- W2182889308 hasRelatedWork W2160171761 @default.
- W2182889308 hasRelatedWork W2296751301 @default.
- W2182889308 hasRelatedWork W2394935951 @default.
- W2182889308 hasRelatedWork W2398645150 @default.
- W2182889308 hasRelatedWork W2400171164 @default.
- W2182889308 hasRelatedWork W2403452307 @default.
- W2182889308 hasRelatedWork W2403482766 @default.
- W2182889308 hasRelatedWork W2403849962 @default.
- W2182889308 hasRelatedWork W2533743285 @default.
- W2182889308 hasRelatedWork W3102066094 @default.
- W2182889308 hasRelatedWork W3122990092 @default.
- W2182889308 hasRelatedWork W55768394 @default.
- W2182889308 isParatext "false" @default.
- W2182889308 isRetracted "false" @default.
- W2182889308 magId "2182889308" @default.
- W2182889308 workType "article" @default.