Matches in SemOpenAlex for { <https://semopenalex.org/work/W1998777670> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W1998777670 abstract "Vertical aggregation is the task of incorporating results from specialized search engines or verticals (e.g., images, video, news) into Web search results. Vertical selection is the subtask of deciding, given a query, which verticals, if any, are relevant. State of the art approaches use machine learned models to predict which verticals are relevant to a query. When trained using a large set of labeled data, a machine learned vertical selection model outperforms baselines which require no training data. Unfortunately, whenever a new vertical is introduced, a costly new set of editorial data must be gathered. In this paper, we propose methods for reusing training data from a set of existing (source) verticals to learn a predictive model for a new (target) vertical. We study methods for learning robust, portable, and adaptive cross-vertical models. Experiments show the need to focus on different types of features when maximizing portability (the ability for a single model to make accurate predictions across multiple verticals) than when maximizing adaptability (the ability for a single model to make accurate predictions for a specific vertical). We demonstrate the efficacy of our methods through extensive experimentation for 11 verticals" @default.
- W1998777670 created "2016-06-24" @default.
- W1998777670 creator A5013836248 @default.
- W1998777670 creator A5049329719 @default.
- W1998777670 creator A5076480696 @default.
- W1998777670 date "2010-07-19" @default.
- W1998777670 modified "2023-09-25" @default.
- W1998777670 title "Vertical selection in the presence of unlabeled verticals" @default.
- W1998777670 cites W1595917421 @default.
- W1998777670 cites W1678356000 @default.
- W1998777670 cites W1990308044 @default.
- W1998777670 cites W1990377602 @default.
- W1998777670 cites W2002682102 @default.
- W1998777670 cites W2004227778 @default.
- W1998777670 cites W2005066702 @default.
- W1998777670 cites W2021477651 @default.
- W1998777670 cites W2021986193 @default.
- W1998777670 cites W2069870183 @default.
- W1998777670 cites W2098294664 @default.
- W1998777670 cites W2101210369 @default.
- W1998777670 cites W2134842174 @default.
- W1998777670 cites W2138504274 @default.
- W1998777670 cites W2160306106 @default.
- W1998777670 cites W2167432060 @default.
- W1998777670 cites W4255459561 @default.
- W1998777670 doi "https://doi.org/10.1145/1835449.1835564" @default.
- W1998777670 hasPublicationYear "2010" @default.
- W1998777670 type Work @default.
- W1998777670 sameAs 1998777670 @default.
- W1998777670 citedByCount "44" @default.
- W1998777670 countsByYear W19987776702012 @default.
- W1998777670 countsByYear W19987776702013 @default.
- W1998777670 countsByYear W19987776702014 @default.
- W1998777670 countsByYear W19987776702015 @default.
- W1998777670 countsByYear W19987776702016 @default.
- W1998777670 countsByYear W19987776702017 @default.
- W1998777670 countsByYear W19987776702018 @default.
- W1998777670 countsByYear W19987776702019 @default.
- W1998777670 countsByYear W19987776702020 @default.
- W1998777670 countsByYear W19987776702021 @default.
- W1998777670 countsByYear W19987776702022 @default.
- W1998777670 crossrefType "proceedings-article" @default.
- W1998777670 hasAuthorship W1998777670A5013836248 @default.
- W1998777670 hasAuthorship W1998777670A5049329719 @default.
- W1998777670 hasAuthorship W1998777670A5076480696 @default.
- W1998777670 hasBestOaLocation W19987776702 @default.
- W1998777670 hasConcept C119857082 @default.
- W1998777670 hasConcept C120665830 @default.
- W1998777670 hasConcept C121332964 @default.
- W1998777670 hasConcept C139807058 @default.
- W1998777670 hasConcept C154945302 @default.
- W1998777670 hasConcept C162324750 @default.
- W1998777670 hasConcept C177264268 @default.
- W1998777670 hasConcept C177606310 @default.
- W1998777670 hasConcept C187736073 @default.
- W1998777670 hasConcept C18903297 @default.
- W1998777670 hasConcept C192209626 @default.
- W1998777670 hasConcept C199360897 @default.
- W1998777670 hasConcept C2780451532 @default.
- W1998777670 hasConcept C41008148 @default.
- W1998777670 hasConcept C51632099 @default.
- W1998777670 hasConcept C63000827 @default.
- W1998777670 hasConcept C81917197 @default.
- W1998777670 hasConcept C86803240 @default.
- W1998777670 hasConceptScore W1998777670C119857082 @default.
- W1998777670 hasConceptScore W1998777670C120665830 @default.
- W1998777670 hasConceptScore W1998777670C121332964 @default.
- W1998777670 hasConceptScore W1998777670C139807058 @default.
- W1998777670 hasConceptScore W1998777670C154945302 @default.
- W1998777670 hasConceptScore W1998777670C162324750 @default.
- W1998777670 hasConceptScore W1998777670C177264268 @default.
- W1998777670 hasConceptScore W1998777670C177606310 @default.
- W1998777670 hasConceptScore W1998777670C187736073 @default.
- W1998777670 hasConceptScore W1998777670C18903297 @default.
- W1998777670 hasConceptScore W1998777670C192209626 @default.
- W1998777670 hasConceptScore W1998777670C199360897 @default.
- W1998777670 hasConceptScore W1998777670C2780451532 @default.
- W1998777670 hasConceptScore W1998777670C41008148 @default.
- W1998777670 hasConceptScore W1998777670C51632099 @default.
- W1998777670 hasConceptScore W1998777670C63000827 @default.
- W1998777670 hasConceptScore W1998777670C81917197 @default.
- W1998777670 hasConceptScore W1998777670C86803240 @default.
- W1998777670 hasLocation W19987776701 @default.
- W1998777670 hasLocation W19987776702 @default.
- W1998777670 hasOpenAccess W1998777670 @default.
- W1998777670 hasPrimaryLocation W19987776701 @default.
- W1998777670 hasRelatedWork W1509467138 @default.
- W1998777670 hasRelatedWork W2040956825 @default.
- W1998777670 hasRelatedWork W2160522558 @default.
- W1998777670 hasRelatedWork W2362079724 @default.
- W1998777670 hasRelatedWork W2915135611 @default.
- W1998777670 hasRelatedWork W3162849499 @default.
- W1998777670 hasRelatedWork W3185185774 @default.
- W1998777670 hasRelatedWork W3193088696 @default.
- W1998777670 hasRelatedWork W3201070945 @default.
- W1998777670 hasRelatedWork W4235763504 @default.
- W1998777670 isParatext "false" @default.
- W1998777670 isRetracted "false" @default.
- W1998777670 magId "1998777670" @default.
- W1998777670 workType "article" @default.