FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2144886574> ?p ?o ?g. }

• W2144886574 abstract "Thanks to information extraction and semantic Web efforts, search on unstructured text is increasingly refined using semantic annotations and structured knowledge bases. However, most users cannot become familiar with the schema of knowledge bases and ask structured queries. Interpreting free-format queries into a more structured representation is of much current interest. The dominant paradigm is to segment or partition query tokens by purpose (references to types, entities, attribute names, attribute values, relations) and then launch the interpreted query on structured knowledge bases. Given that structured knowledge extraction is never complete, here we choose a less trodden path: a data representation that retains the unstructured text corpus, along with structured annotations (mentions of entities and relationships) on it. We propose two new, natural formulations for joint query interpretation and response ranking that exploit bidirectional flow of information between the knowledge base and the corpus. One, inspired by probabilistic language models, computes expected response scores over the uncertainties of query interpretation. The other is based on max-margin discriminative learning, with latent variables representing those uncertainties. In the context of typed entity search, both formulations bridge a considerable part of the accuracy gap between a generic query that does not constrain the type at all, and the upper bound where the perfect target entity type of each query is provided by humans. Our formulations are also superior to a two-stage approach of first choosing a target type using recent query type prediction techniques, and then launching a type-restricted entity search query." @default.
• W2144886574 created "2016-06-24" @default.
• W2144886574 creator A5005651819 @default.
• W2144886574 creator A5008781655 @default.
• W2144886574 date "2013-05-13" @default.
• W2144886574 modified "2023-10-18" @default.
• W2144886574 title "Learning joint query interpretation and response ranking" @default.
• W2144886574 cites W1880262756 @default.
• W2144886574 cites W1963892029 @default.
• W2144886574 cites W1979182316 @default.
• W2144886574 cites W2009520135 @default.
• W2144886574 cites W2020862320 @default.
• W2144886574 cites W2022166150 @default.
• W2144886574 cites W2025903883 @default.
• W2144886574 cites W2047221353 @default.
• W2144886574 cites W2053755658 @default.
• W2144886574 cites W2088403135 @default.
• W2144886574 cites W2088481255 @default.
• W2144886574 cites W2098057544 @default.
• W2144886574 cites W2098700435 @default.
• W2144886574 cites W2102029756 @default.
• W2144886574 cites W2105540829 @default.
• W2144886574 cites W2115352105 @default.
• W2144886574 cites W2126226055 @default.
• W2144886574 cites W2131192836 @default.
• W2144886574 cites W2134282875 @default.
• W2144886574 cites W2144452830 @default.
• W2144886574 cites W2147196093 @default.
• W2144886574 cites W2148726341 @default.
• W2144886574 cites W2149427297 @default.
• W2144886574 cites W2154610494 @default.
• W2144886574 cites W2156037541 @default.
• W2144886574 cites W2160260049 @default.
• W2144886574 cites W2162235411 @default.
• W2144886574 cites W2162432120 @default.
• W2144886574 cites W2165389462 @default.
• W2144886574 cites W2167525316 @default.
• W2144886574 cites W2168859760 @default.
• W2144886574 cites W2913389685 @default.
• W2144886574 doi "https://doi.org/10.1145/2488388.2488484" @default.
• W2144886574 hasPublicationYear "2013" @default.
• W2144886574 type Work @default.
• W2144886574 sameAs 2144886574 @default.
• W2144886574 citedByCount "36" @default.
• W2144886574 countsByYear W21448865742013 @default.
• W2144886574 countsByYear W21448865742014 @default.
• W2144886574 countsByYear W21448865742015 @default.
• W2144886574 countsByYear W21448865742016 @default.
• W2144886574 countsByYear W21448865742017 @default.
• W2144886574 countsByYear W21448865742018 @default.
• W2144886574 countsByYear W21448865742019 @default.
• W2144886574 countsByYear W21448865742020 @default.
• W2144886574 countsByYear W21448865742021 @default.
• W2144886574 countsByYear W21448865742022 @default.
• W2144886574 crossrefType "proceedings-article" @default.
• W2144886574 hasAuthorship W2144886574A5005651819 @default.
• W2144886574 hasAuthorship W2144886574A5008781655 @default.
• W2144886574 hasBestOaLocation W21448865742 @default.
• W2144886574 hasConcept C118689300 @default.
• W2144886574 hasConcept C154945302 @default.
• W2144886574 hasConcept C164120249 @default.
• W2144886574 hasConcept C189430467 @default.
• W2144886574 hasConcept C192028432 @default.
• W2144886574 hasConcept C204321447 @default.
• W2144886574 hasConcept C23123220 @default.
• W2144886574 hasConcept C2778816267 @default.
• W2144886574 hasConcept C41008148 @default.
• W2144886574 hasConcept C52146309 @default.
• W2144886574 hasConcept C97854310 @default.
• W2144886574 hasConcept C99016210 @default.
• W2144886574 hasConceptScore W2144886574C118689300 @default.
• W2144886574 hasConceptScore W2144886574C154945302 @default.
• W2144886574 hasConceptScore W2144886574C164120249 @default.
• W2144886574 hasConceptScore W2144886574C189430467 @default.
• W2144886574 hasConceptScore W2144886574C192028432 @default.
• W2144886574 hasConceptScore W2144886574C204321447 @default.
• W2144886574 hasConceptScore W2144886574C23123220 @default.
• W2144886574 hasConceptScore W2144886574C2778816267 @default.
• W2144886574 hasConceptScore W2144886574C41008148 @default.
• W2144886574 hasConceptScore W2144886574C52146309 @default.
• W2144886574 hasConceptScore W2144886574C97854310 @default.
• W2144886574 hasConceptScore W2144886574C99016210 @default.
• W2144886574 hasLocation W21448865741 @default.
• W2144886574 hasLocation W21448865742 @default.
• W2144886574 hasLocation W21448865743 @default.
• W2144886574 hasOpenAccess W2144886574 @default.
• W2144886574 hasPrimaryLocation W21448865741 @default.
• W2144886574 hasRelatedWork W1981131819 @default.
• W2144886574 hasRelatedWork W1984397732 @default.
• W2144886574 hasRelatedWork W2026738364 @default.
• W2144886574 hasRelatedWork W2096359267 @default.
• W2144886574 hasRelatedWork W2113390685 @default.
• W2144886574 hasRelatedWork W2124814993 @default.
• W2144886574 hasRelatedWork W3197639690 @default.
• W2144886574 hasRelatedWork W5304494 @default.
• W2144886574 hasRelatedWork W8514837 @default.
• W2144886574 hasRelatedWork W2572349046 @default.
• W2144886574 isParatext "false" @default.
• W2144886574 isRetracted "false" @default.
• W2144886574 magId "2144886574" @default.

• next