Matches in SemOpenAlex for { <https://semopenalex.org/work/W2034995091> ?p ?o ?g. }
- W2034995091 endingPage "2392" @default.
- W2034995091 startingPage "2379" @default.
- W2034995091 abstract "We present an affective text analysis model that can directly estimate and combine affective ratings of multi-word terms, with application to the problem of sentence polarity/semantic orientation detection. Starting from a hierarchical compositional method for generating sentence ratings, we expand the model by adding multi-word terms that can capture non-compositional semantics. The method operates similarly to a bigram language model, using bigram terms or backing off to unigrams based on a (degree of) compositionality criterion. The affective ratings for n-gram terms of different orders are estimated via a corpus-based method using distributional semantic similarity metrics between unseen words and a set of seed words. N-gram ratings are then combined into sentence ratings via simple algebraic formulas. The proposed framework produces state-of-the-art results for word-level tasks in English and German and the sentence-level news headlines classification SemEval'07-Task14 task. The inclusion of bigram terms to the model provides significant performance improvement, even if no term selection is applied." @default.
- W2034995091 created "2016-06-24" @default.
- W2034995091 creator A5010028928 @default.
- W2034995091 creator A5035778334 @default.
- W2034995091 creator A5042123108 @default.
- W2034995091 creator A5084949286 @default.
- W2034995091 date "2013-11-01" @default.
- W2034995091 modified "2023-10-16" @default.
- W2034995091 title "Distributional Semantic Models for Affective Text Analysis" @default.
- W2034995091 cites W1541900519 @default.
- W2034995091 cites W1965600549 @default.
- W2034995091 cites W1969769481 @default.
- W2034995091 cites W2005181355 @default.
- W2034995091 cites W2019374767 @default.
- W2034995091 cites W2030996999 @default.
- W2034995091 cites W2038712753 @default.
- W2034995091 cites W2061644206 @default.
- W2034995091 cites W2066551267 @default.
- W2034995091 cites W2080100102 @default.
- W2034995091 cites W2102134623 @default.
- W2034995091 cites W2102953093 @default.
- W2034995091 cites W2105468141 @default.
- W2034995091 cites W2116747026 @default.
- W2034995091 cites W2128870637 @default.
- W2034995091 cites W2136930489 @default.
- W2034995091 cites W2137140231 @default.
- W2034995091 cites W2141790691 @default.
- W2034995091 cites W2158289077 @default.
- W2034995091 cites W2160660844 @default.
- W2034995091 cites W2165897980 @default.
- W2034995091 cites W2168625136 @default.
- W2034995091 cites W2170682101 @default.
- W2034995091 cites W2199803028 @default.
- W2034995091 cites W2234490075 @default.
- W2034995091 cites W2252754650 @default.
- W2034995091 cites W4238510815 @default.
- W2034995091 doi "https://doi.org/10.1109/tasl.2013.2277931" @default.
- W2034995091 hasPublicationYear "2013" @default.
- W2034995091 type Work @default.
- W2034995091 sameAs 2034995091 @default.
- W2034995091 citedByCount "70" @default.
- W2034995091 countsByYear W20349950912014 @default.
- W2034995091 countsByYear W20349950912015 @default.
- W2034995091 countsByYear W20349950912016 @default.
- W2034995091 countsByYear W20349950912017 @default.
- W2034995091 countsByYear W20349950912018 @default.
- W2034995091 countsByYear W20349950912019 @default.
- W2034995091 countsByYear W20349950912020 @default.
- W2034995091 countsByYear W20349950912021 @default.
- W2034995091 countsByYear W20349950912022 @default.
- W2034995091 countsByYear W20349950912023 @default.
- W2034995091 crossrefType "journal-article" @default.
- W2034995091 hasAuthorship W2034995091A5010028928 @default.
- W2034995091 hasAuthorship W2034995091A5035778334 @default.
- W2034995091 hasAuthorship W2034995091A5042123108 @default.
- W2034995091 hasAuthorship W2034995091A5084949286 @default.
- W2034995091 hasConcept C108757681 @default.
- W2034995091 hasConcept C117884012 @default.
- W2034995091 hasConcept C121375916 @default.
- W2034995091 hasConcept C137293760 @default.
- W2034995091 hasConcept C137546455 @default.
- W2034995091 hasConcept C138885662 @default.
- W2034995091 hasConcept C154945302 @default.
- W2034995091 hasConcept C162324750 @default.
- W2034995091 hasConcept C177264268 @default.
- W2034995091 hasConcept C184337299 @default.
- W2034995091 hasConcept C187736073 @default.
- W2034995091 hasConcept C199360897 @default.
- W2034995091 hasConcept C204321447 @default.
- W2034995091 hasConcept C2777530160 @default.
- W2034995091 hasConcept C2780451532 @default.
- W2034995091 hasConcept C28490314 @default.
- W2034995091 hasConcept C41008148 @default.
- W2034995091 hasConcept C41895202 @default.
- W2034995091 hasConcept C90805587 @default.
- W2034995091 hasConceptScore W2034995091C108757681 @default.
- W2034995091 hasConceptScore W2034995091C117884012 @default.
- W2034995091 hasConceptScore W2034995091C121375916 @default.
- W2034995091 hasConceptScore W2034995091C137293760 @default.
- W2034995091 hasConceptScore W2034995091C137546455 @default.
- W2034995091 hasConceptScore W2034995091C138885662 @default.
- W2034995091 hasConceptScore W2034995091C154945302 @default.
- W2034995091 hasConceptScore W2034995091C162324750 @default.
- W2034995091 hasConceptScore W2034995091C177264268 @default.
- W2034995091 hasConceptScore W2034995091C184337299 @default.
- W2034995091 hasConceptScore W2034995091C187736073 @default.
- W2034995091 hasConceptScore W2034995091C199360897 @default.
- W2034995091 hasConceptScore W2034995091C204321447 @default.
- W2034995091 hasConceptScore W2034995091C2777530160 @default.
- W2034995091 hasConceptScore W2034995091C2780451532 @default.
- W2034995091 hasConceptScore W2034995091C28490314 @default.
- W2034995091 hasConceptScore W2034995091C41008148 @default.
- W2034995091 hasConceptScore W2034995091C41895202 @default.
- W2034995091 hasConceptScore W2034995091C90805587 @default.
- W2034995091 hasIssue "11" @default.
- W2034995091 hasLocation W20349950911 @default.
- W2034995091 hasOpenAccess W2034995091 @default.
- W2034995091 hasPrimaryLocation W20349950911 @default.