FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387426802> ?p ?o ?g. }

• W4387426802 endingPage "286" @default.
• W4387426802 startingPage "273" @default.
• W4387426802 abstract "Traditional Named Entity Recognition (NER) research only deals with flat entities and ignores nested entities. The transition-based method maps a sentence to a designated forest to recognize nested entities by predicting an action sequence through a state transition system which includes transition actions and a state of structures. However, the subsequent transition actions are affected by the previous transition actions resulting in error propagation, and the method ignores the correlation between the structures. To tackle these issues, we propose a new transition-based attention model (NTAM) to recognize nested entities. First, the structures and transition actions of the state transition system are redefined to eliminate error propagation. The prediction of an action sequence is converted to the prediction of a series of states, which predict whether the words between the structures can form entities. Second, we introduce an attention mechanism that strengthens the association between the structures. Experiments on two public nested NER datasets outperform previous state-of-the-art models." @default.
• W4387426802 created "2023-10-08" @default.
• W4387426802 creator A5011384645 @default.
• W4387426802 creator A5021714041 @default.
• W4387426802 creator A5029576208 @default.
• W4387426802 creator A5059181013 @default.
• W4387426802 date "2023-01-01" @default.
• W4387426802 modified "2023-10-18" @default.
• W4387426802 title "NTAM: A New Transition-Based Attention Model for Nested Named Entity Recognition" @default.
• W4387426802 cites W2052816566 @default.
• W4387426802 cites W2250710764 @default.
• W4387426802 cites W2515248967 @default.
• W4387426802 cites W2793828080 @default.
• W4387426802 cites W2803609931 @default.
• W4387426802 cites W2804552794 @default.
• W4387426802 cites W2891570996 @default.
• W4387426802 cites W2911489562 @default.
• W4387426802 cites W2971019153 @default.
• W4387426802 cites W2998456908 @default.
• W4387426802 cites W3034744126 @default.
• W4387426802 cites W3035625205 @default.
• W4387426802 cites W3175643984 @default.
• W4387426802 cites W3176680950 @default.
• W4387426802 cites W3177271541 @default.
• W4387426802 cites W3187657658 @default.
• W4387426802 cites W4225794827 @default.
• W4387426802 cites W4226436348 @default.
• W4387426802 cites W4285295138 @default.
• W4387426802 doi "https://doi.org/10.1007/978-3-031-44696-2_22" @default.
• W4387426802 hasPublicationYear "2023" @default.
• W4387426802 type Work @default.
• W4387426802 citedByCount "0" @default.
• W4387426802 crossrefType "book-chapter" @default.
• W4387426802 hasAuthorship W4387426802A5011384645 @default.
• W4387426802 hasAuthorship W4387426802A5021714041 @default.
• W4387426802 hasAuthorship W4387426802A5029576208 @default.
• W4387426802 hasAuthorship W4387426802A5059181013 @default.
• W4387426802 hasConcept C103000020 @default.
• W4387426802 hasConcept C104317684 @default.
• W4387426802 hasConcept C11413529 @default.
• W4387426802 hasConcept C121332964 @default.
• W4387426802 hasConcept C124101348 @default.
• W4387426802 hasConcept C143724316 @default.
• W4387426802 hasConcept C151730666 @default.
• W4387426802 hasConcept C154945302 @default.
• W4387426802 hasConcept C185592680 @default.
• W4387426802 hasConcept C194232998 @default.
• W4387426802 hasConcept C204321447 @default.
• W4387426802 hasConcept C2777530160 @default.
• W4387426802 hasConcept C2778112365 @default.
• W4387426802 hasConcept C2779167558 @default.
• W4387426802 hasConcept C2780791683 @default.
• W4387426802 hasConcept C41008148 @default.
• W4387426802 hasConcept C48103436 @default.
• W4387426802 hasConcept C54355233 @default.
• W4387426802 hasConcept C55493867 @default.
• W4387426802 hasConcept C5655090 @default.
• W4387426802 hasConcept C62520636 @default.
• W4387426802 hasConcept C80444323 @default.
• W4387426802 hasConcept C86803240 @default.
• W4387426802 hasConceptScore W4387426802C103000020 @default.
• W4387426802 hasConceptScore W4387426802C104317684 @default.
• W4387426802 hasConceptScore W4387426802C11413529 @default.
• W4387426802 hasConceptScore W4387426802C121332964 @default.
• W4387426802 hasConceptScore W4387426802C124101348 @default.
• W4387426802 hasConceptScore W4387426802C143724316 @default.
• W4387426802 hasConceptScore W4387426802C151730666 @default.
• W4387426802 hasConceptScore W4387426802C154945302 @default.
• W4387426802 hasConceptScore W4387426802C185592680 @default.
• W4387426802 hasConceptScore W4387426802C194232998 @default.
• W4387426802 hasConceptScore W4387426802C204321447 @default.
• W4387426802 hasConceptScore W4387426802C2777530160 @default.
• W4387426802 hasConceptScore W4387426802C2778112365 @default.
• W4387426802 hasConceptScore W4387426802C2779167558 @default.
• W4387426802 hasConceptScore W4387426802C2780791683 @default.
• W4387426802 hasConceptScore W4387426802C41008148 @default.
• W4387426802 hasConceptScore W4387426802C48103436 @default.
• W4387426802 hasConceptScore W4387426802C54355233 @default.
• W4387426802 hasConceptScore W4387426802C55493867 @default.
• W4387426802 hasConceptScore W4387426802C5655090 @default.
• W4387426802 hasConceptScore W4387426802C62520636 @default.
• W4387426802 hasConceptScore W4387426802C80444323 @default.
• W4387426802 hasConceptScore W4387426802C86803240 @default.
• W4387426802 hasLocation W43874268021 @default.
• W4387426802 hasOpenAccess W4387426802 @default.
• W4387426802 hasPrimaryLocation W43874268021 @default.
• W4387426802 hasRelatedWork W1555755993 @default.
• W4387426802 hasRelatedWork W2009831055 @default.
• W4387426802 hasRelatedWork W2083530853 @default.
• W4387426802 hasRelatedWork W2146114872 @default.
• W4387426802 hasRelatedWork W2375873920 @default.
• W4387426802 hasRelatedWork W2392060890 @default.
• W4387426802 hasRelatedWork W2392760275 @default.
• W4387426802 hasRelatedWork W2393172683 @default.
• W4387426802 hasRelatedWork W2511870042 @default.
• W4387426802 hasRelatedWork W2982905616 @default.
• W4387426802 isParatext "false" @default.
• W4387426802 isRetracted "false" @default.

• next