FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3023659727> ?p ?o ?g. }

• W3023659727 abstract "Given the recent advances and progress in Natural Language Processing (NLP), extraction of semantic relationships has been at the top of the research agenda in the last few years. This work has been mainly motivated by the fact that building knowledge graphs (KG) and bases (KB), as a key ingredient of intelligent applications, is a never-ending challenge, since new knowledge needs to be harvested while old knowledge needs to be revised. Currently, approaches towards relation extraction from text are dominated by neural models practicing some sort of distant (weak) supervision in machine learning from large corpora, with or without consulting external knowledge sources. In this paper, we empirically study and explore the potential of a novel idea of using classical semantic spaces and models, e.g., Word Embedding, generated for extracting word association, in conjunction with relation extraction approaches. The goal is to use these word association models to reinforce current relation extraction approaches. We believe that this is a first attempt of this kind and the results of the study should shed some light on the extent to which these word association models can be used as well as the most promising types of relationships to be considered for extraction." @default.
• W3023659727 created "2020-05-13" @default.
• W3023659727 creator A5012833142 @default.
• W3023659727 creator A5080285200 @default.
• W3023659727 creator A5086573631 @default.
• W3023659727 date "2020-04-29" @default.
• W3023659727 modified "2023-09-27" @default.
• W3023659727 title "Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships" @default.
• W3023659727 cites W1515576489 @default.
• W3023659727 cites W1528321674 @default.
• W3023659727 cites W1570059695 @default.
• W3023659727 cites W1574901103 @default.
• W3023659727 cites W1604834089 @default.
• W3023659727 cites W1940278502 @default.
• W3023659727 cites W1998686891 @default.
• W3023659727 cites W2001609185 @default.
• W3023659727 cites W2055452728 @default.
• W3023659727 cites W2067882062 @default.
• W3023659727 cites W2081361484 @default.
• W3023659727 cites W2088834381 @default.
• W3023659727 cites W2103464847 @default.
• W3023659727 cites W2107598941 @default.
• W3023659727 cites W2116780029 @default.
• W3023659727 cites W2125031621 @default.
• W3023659727 cites W2127795553 @default.
• W3023659727 cites W2130337399 @default.
• W3023659727 cites W2163953154 @default.
• W3023659727 cites W2518186251 @default.
• W3023659727 cites W2741613777 @default.
• W3023659727 cites W2756566873 @default.
• W3023659727 cites W2788615383 @default.
• W3023659727 cites W2788798739 @default.
• W3023659727 cites W2892336869 @default.
• W3023659727 cites W2950851846 @default.
• W3023659727 cites W2951723246 @default.
• W3023659727 cites W2952970178 @default.
• W3023659727 cites W80619934 @default.
• W3023659727 hasPublicationYear "2020" @default.
• W3023659727 type Work @default.
• W3023659727 sameAs 3023659727 @default.
• W3023659727 citedByCount "0" @default.
• W3023659727 crossrefType "journal-article" @default.
• W3023659727 hasAuthorship W3023659727A5012833142 @default.
• W3023659727 hasAuthorship W3023659727A5080285200 @default.
• W3023659727 hasAuthorship W3023659727A5086573631 @default.
• W3023659727 hasConcept C124101348 @default.
• W3023659727 hasConcept C130318100 @default.
• W3023659727 hasConcept C138885662 @default.
• W3023659727 hasConcept C142853389 @default.
• W3023659727 hasConcept C153604712 @default.
• W3023659727 hasConcept C154945302 @default.
• W3023659727 hasConcept C15744967 @default.
• W3023659727 hasConcept C169760540 @default.
• W3023659727 hasConcept C169900460 @default.
• W3023659727 hasConcept C195807954 @default.
• W3023659727 hasConcept C197914299 @default.
• W3023659727 hasConcept C204321447 @default.
• W3023659727 hasConcept C23123220 @default.
• W3023659727 hasConcept C25343380 @default.
• W3023659727 hasConcept C2777462759 @default.
• W3023659727 hasConcept C2777974174 @default.
• W3023659727 hasConcept C2988080768 @default.
• W3023659727 hasConcept C41008148 @default.
• W3023659727 hasConcept C41608201 @default.
• W3023659727 hasConcept C41895202 @default.
• W3023659727 hasConcept C542102704 @default.
• W3023659727 hasConcept C88548561 @default.
• W3023659727 hasConcept C90805587 @default.
• W3023659727 hasConceptScore W3023659727C124101348 @default.
• W3023659727 hasConceptScore W3023659727C130318100 @default.
• W3023659727 hasConceptScore W3023659727C138885662 @default.
• W3023659727 hasConceptScore W3023659727C142853389 @default.
• W3023659727 hasConceptScore W3023659727C153604712 @default.
• W3023659727 hasConceptScore W3023659727C154945302 @default.
• W3023659727 hasConceptScore W3023659727C15744967 @default.
• W3023659727 hasConceptScore W3023659727C169760540 @default.
• W3023659727 hasConceptScore W3023659727C169900460 @default.
• W3023659727 hasConceptScore W3023659727C195807954 @default.
• W3023659727 hasConceptScore W3023659727C197914299 @default.
• W3023659727 hasConceptScore W3023659727C204321447 @default.
• W3023659727 hasConceptScore W3023659727C23123220 @default.
• W3023659727 hasConceptScore W3023659727C25343380 @default.
• W3023659727 hasConceptScore W3023659727C2777462759 @default.
• W3023659727 hasConceptScore W3023659727C2777974174 @default.
• W3023659727 hasConceptScore W3023659727C2988080768 @default.
• W3023659727 hasConceptScore W3023659727C41008148 @default.
• W3023659727 hasConceptScore W3023659727C41608201 @default.
• W3023659727 hasConceptScore W3023659727C41895202 @default.
• W3023659727 hasConceptScore W3023659727C542102704 @default.
• W3023659727 hasConceptScore W3023659727C88548561 @default.
• W3023659727 hasConceptScore W3023659727C90805587 @default.
• W3023659727 hasLocation W30236597271 @default.
• W3023659727 hasOpenAccess W3023659727 @default.
• W3023659727 hasPrimaryLocation W30236597271 @default.
• W3023659727 hasRelatedWork W1563275488 @default.
• W3023659727 hasRelatedWork W1568580077 @default.
• W3023659727 hasRelatedWork W1608059655 @default.
• W3023659727 hasRelatedWork W1833246343 @default.
• W3023659727 hasRelatedWork W1992454046 @default.
• W3023659727 hasRelatedWork W2250946481 @default.

• next