Matches in SemOpenAlex for { <https://semopenalex.org/work/W2011034455> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2011034455 abstract "Query Intent classifier is used by a search engine to classify an online search query whether having a certain type of intent such as adult intent or commercial intent. Training such classifiers for each language is a supervised machine learning task that requires a large amount of labeled training queries. The manual annotation of training queries for each new emerging language using human judges is expensive, error-prone and time consuming. In this paper, we leverage the existing query classifiers in a source language and the abundant unlabeled queries in the query log of the underserved target language to reduce the cost and automate the training data annotation process. The most clicked search results of a query are used to predict the intent of this query instead of human judges. Document classifier is trained on hidden topics extracted by latent semantic indexing from the translation of source language documents into the target language. The experimental results, using English as the source language and Arabic as the target one, show that the proposed unsupervised method has trained support vector machines as Arabic query classifiers to detect both commercial and health intent without need for human-judged Arabic queries. The unsupervised classifiers outperform the classifiers based on direct query translation and the decision fusion of both classifier is superior." @default.
- W2011034455 created "2016-06-24" @default.
- W2011034455 creator A5000678844 @default.
- W2011034455 creator A5015858614 @default.
- W2011034455 creator A5089814498 @default.
- W2011034455 date "2013-08-01" @default.
- W2011034455 modified "2023-10-16" @default.
- W2011034455 title "Domain adaptation for cross-lingual query classification using search query logs and document classification" @default.
- W2011034455 cites W1602958214 @default.
- W2011034455 cites W2084261737 @default.
- W2011034455 cites W2098249418 @default.
- W2011034455 cites W2098876286 @default.
- W2011034455 cites W2104936489 @default.
- W2011034455 cites W2138151602 @default.
- W2011034455 cites W2156909104 @default.
- W2011034455 cites W2158801982 @default.
- W2011034455 cites W2164363339 @default.
- W2011034455 cites W2301772290 @default.
- W2011034455 cites W2911964244 @default.
- W2011034455 doi "https://doi.org/10.1109/ijcnn.2013.6707061" @default.
- W2011034455 hasPublicationYear "2013" @default.
- W2011034455 type Work @default.
- W2011034455 sameAs 2011034455 @default.
- W2011034455 citedByCount "1" @default.
- W2011034455 countsByYear W20110344552020 @default.
- W2011034455 crossrefType "proceedings-article" @default.
- W2011034455 hasAuthorship W2011034455A5000678844 @default.
- W2011034455 hasAuthorship W2011034455A5015858614 @default.
- W2011034455 hasAuthorship W2011034455A5089814498 @default.
- W2011034455 hasConcept C118689300 @default.
- W2011034455 hasConcept C153083717 @default.
- W2011034455 hasConcept C154945302 @default.
- W2011034455 hasConcept C164120249 @default.
- W2011034455 hasConcept C192028432 @default.
- W2011034455 hasConcept C204321447 @default.
- W2011034455 hasConcept C23123220 @default.
- W2011034455 hasConcept C41008148 @default.
- W2011034455 hasConcept C75165309 @default.
- W2011034455 hasConcept C95623464 @default.
- W2011034455 hasConcept C96956885 @default.
- W2011034455 hasConcept C97854310 @default.
- W2011034455 hasConcept C99016210 @default.
- W2011034455 hasConceptScore W2011034455C118689300 @default.
- W2011034455 hasConceptScore W2011034455C153083717 @default.
- W2011034455 hasConceptScore W2011034455C154945302 @default.
- W2011034455 hasConceptScore W2011034455C164120249 @default.
- W2011034455 hasConceptScore W2011034455C192028432 @default.
- W2011034455 hasConceptScore W2011034455C204321447 @default.
- W2011034455 hasConceptScore W2011034455C23123220 @default.
- W2011034455 hasConceptScore W2011034455C41008148 @default.
- W2011034455 hasConceptScore W2011034455C75165309 @default.
- W2011034455 hasConceptScore W2011034455C95623464 @default.
- W2011034455 hasConceptScore W2011034455C96956885 @default.
- W2011034455 hasConceptScore W2011034455C97854310 @default.
- W2011034455 hasConceptScore W2011034455C99016210 @default.
- W2011034455 hasLocation W20110344551 @default.
- W2011034455 hasOpenAccess W2011034455 @default.
- W2011034455 hasPrimaryLocation W20110344551 @default.
- W2011034455 hasRelatedWork W107401988 @default.
- W2011034455 hasRelatedWork W1561614275 @default.
- W2011034455 hasRelatedWork W1800025980 @default.
- W2011034455 hasRelatedWork W1963322335 @default.
- W2011034455 hasRelatedWork W2033377927 @default.
- W2011034455 hasRelatedWork W2350026801 @default.
- W2011034455 hasRelatedWork W3093389810 @default.
- W2011034455 hasRelatedWork W4206969668 @default.
- W2011034455 hasRelatedWork W90854953 @default.
- W2011034455 hasRelatedWork W2098306546 @default.
- W2011034455 isParatext "false" @default.
- W2011034455 isRetracted "false" @default.
- W2011034455 magId "2011034455" @default.
- W2011034455 workType "article" @default.