FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1993378086> ?p ?o ?g. }

• W1993378086 abstract "Users may strive to formulate an adequate textual query for their information need. Search engines assist the users by presenting query suggestions. To preserve the original search intent, suggestions should be context-aware and account for the previous queries issued by the user. Achieving context awareness is challenging due to data sparsity. We present a probabilistic suggestion model that is able to account for sequences of previous queries of arbitrary lengths. Our novel hierarchical recurrent encoder-decoder architecture allows the model to be sensitive to the order of queries in the context while avoiding data sparsity. Additionally, our model can suggest for rare, or long-tail, queries. The produced suggestions are synthetic and are sampled one word at a time, using computationally cheap decoding techniques. This is in contrast to current synthetic suggestion models relying upon machine learning pipelines and hand-engineered feature sets. Results show that it outperforms existing context-aware approaches in a next query prediction setting. In addition to query suggestion, our model is general enough to be used in a variety of other applications." @default.
• W1993378086 created "2016-06-24" @default.
• W1993378086 creator A5002700508 @default.
• W1993378086 creator A5018977183 @default.
• W1993378086 creator A5024664299 @default.
• W1993378086 creator A5045425016 @default.
• W1993378086 creator A5086198262 @default.
• W1993378086 creator A5089268257 @default.
• W1993378086 date "2015-10-17" @default.
• W1993378086 modified "2023-10-16" @default.
• W1993378086 title "A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion" @default.
• W1993378086 cites W1541095199 @default.
• W1993378086 cites W1564094940 @default.
• W1993378086 cites W1973867972 @default.
• W1993378086 cites W2030960598 @default.
• W1993378086 cites W2043257601 @default.
• W1993378086 cites W2045865594 @default.
• W1993378086 cites W2062584767 @default.
• W1993378086 cites W2064675550 @default.
• W1993378086 cites W2074367844 @default.
• W1993378086 cites W2093245971 @default.
• W1993378086 cites W2098019918 @default.
• W1993378086 cites W2103552971 @default.
• W1993378086 cites W2107878631 @default.
• W1993378086 cites W2114596616 @default.
• W1993378086 cites W2117079628 @default.
• W1993378086 cites W2128699418 @default.
• W1993378086 cites W2129464011 @default.
• W1993378086 cites W2131876387 @default.
• W1993378086 cites W2136189984 @default.
• W1993378086 cites W2143196462 @default.
• W1993378086 cites W2152175008 @default.
• W1993378086 cites W2157331557 @default.
• W1993378086 cites W2158345769 @default.
• W1993378086 cites W2160416736 @default.
• W1993378086 cites W2162059449 @default.
• W1993378086 cites W2163987313 @default.
• W1993378086 cites W2166725359 @default.
• W1993378086 cites W2171743956 @default.
• W1993378086 cites W2998704965 @default.
• W1993378086 cites W3211848854 @default.
• W1993378086 cites W64027530 @default.
• W1993378086 doi "https://doi.org/10.1145/2806416.2806493" @default.
• W1993378086 hasPublicationYear "2015" @default.
• W1993378086 type Work @default.
• W1993378086 sameAs 1993378086 @default.
• W1993378086 citedByCount "311" @default.
• W1993378086 countsByYear W19933780862015 @default.
• W1993378086 countsByYear W19933780862016 @default.
• W1993378086 countsByYear W19933780862017 @default.
• W1993378086 countsByYear W19933780862018 @default.
• W1993378086 countsByYear W19933780862019 @default.
• W1993378086 countsByYear W19933780862020 @default.
• W1993378086 countsByYear W19933780862021 @default.
• W1993378086 countsByYear W19933780862022 @default.
• W1993378086 countsByYear W19933780862023 @default.
• W1993378086 crossrefType "proceedings-article" @default.
• W1993378086 hasAuthorship W1993378086A5002700508 @default.
• W1993378086 hasAuthorship W1993378086A5018977183 @default.
• W1993378086 hasAuthorship W1993378086A5024664299 @default.
• W1993378086 hasAuthorship W1993378086A5045425016 @default.
• W1993378086 hasAuthorship W1993378086A5086198262 @default.
• W1993378086 hasAuthorship W1993378086A5089268257 @default.
• W1993378086 hasBestOaLocation W19933780862 @default.
• W1993378086 hasConcept C111919701 @default.
• W1993378086 hasConcept C118505674 @default.
• W1993378086 hasConcept C151730666 @default.
• W1993378086 hasConcept C154945302 @default.
• W1993378086 hasConcept C167966045 @default.
• W1993378086 hasConcept C23123220 @default.
• W1993378086 hasConcept C2779343474 @default.
• W1993378086 hasConcept C39890363 @default.
• W1993378086 hasConcept C41008148 @default.
• W1993378086 hasConcept C86803240 @default.
• W1993378086 hasConceptScore W1993378086C111919701 @default.
• W1993378086 hasConceptScore W1993378086C118505674 @default.
• W1993378086 hasConceptScore W1993378086C151730666 @default.
• W1993378086 hasConceptScore W1993378086C154945302 @default.
• W1993378086 hasConceptScore W1993378086C167966045 @default.
• W1993378086 hasConceptScore W1993378086C23123220 @default.
• W1993378086 hasConceptScore W1993378086C2779343474 @default.
• W1993378086 hasConceptScore W1993378086C39890363 @default.
• W1993378086 hasConceptScore W1993378086C41008148 @default.
• W1993378086 hasConceptScore W1993378086C86803240 @default.
• W1993378086 hasLocation W19933780861 @default.
• W1993378086 hasLocation W19933780862 @default.
• W1993378086 hasLocation W19933780863 @default.
• W1993378086 hasLocation W19933780864 @default.
• W1993378086 hasLocation W19933780865 @default.
• W1993378086 hasOpenAccess W1993378086 @default.
• W1993378086 hasPrimaryLocation W19933780861 @default.
• W1993378086 hasRelatedWork W1982082392 @default.
• W1993378086 hasRelatedWork W1992580977 @default.
• W1993378086 hasRelatedWork W2903766720 @default.
• W1993378086 hasRelatedWork W2937349443 @default.
• W1993378086 hasRelatedWork W2963049565 @default.
• W1993378086 hasRelatedWork W3003214776 @default.
• W1993378086 hasRelatedWork W3017062960 @default.
• W1993378086 hasRelatedWork W3215252950 @default.
• W1993378086 hasRelatedWork W4287326213 @default.

• next