FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3172282914> ?p ?o ?g. }

• W3172282914 abstract "Existing work on automated hate speech classification assumes that the dataset is fixed and the classes are pre-defined. However, the amount of data in social media increases every day, and the hot topics changes rapidly, requiring the classifiers to be able to continuously adapt to new data without forgetting the previously learned knowledge. This ability, referred to as lifelong learning, is crucial for the real-word application of hate speech classifiers in social media. In this work, we propose lifelong learning of hate speech classification on social media. To alleviate catastrophic forgetting, we propose to use Variational Representation Learning (VRL) along with a memory module based on LB-SOINN (Load-Balancing Self-Organizing Incremental Neural Network). Experimentally, we show that combining variational representation learning and the LB-SOINN memory module achieves better performance than the commonly-used lifelong learning techniques." @default.
• W3172282914 created "2021-06-22" @default.
• W3172282914 creator A5004836994 @default.
• W3172282914 creator A5047709762 @default.
• W3172282914 creator A5054958017 @default.
• W3172282914 creator A5069041669 @default.
• W3172282914 date "2021-01-01" @default.
• W3172282914 modified "2023-09-24" @default.
• W3172282914 title "Lifelong Learning of Hate Speech Classification on Social Media" @default.
• W3172282914 cites W1596717185 @default.
• W3172282914 cites W1682403713 @default.
• W3172282914 cites W1880262756 @default.
• W3172282914 cites W2036963181 @default.
• W3172282914 cites W2047057213 @default.
• W3172282914 cites W2060277733 @default.
• W3172282914 cites W2064675550 @default.
• W3172282914 cites W2130370504 @default.
• W3172282914 cites W2157331557 @default.
• W3172282914 cites W2340954483 @default.
• W3172282914 cites W2415204069 @default.
• W3172282914 cites W2473555522 @default.
• W3172282914 cites W2517194566 @default.
• W3172282914 cites W2560647685 @default.
• W3172282914 cites W2572180805 @default.
• W3172282914 cites W2583761661 @default.
• W3172282914 cites W2595653137 @default.
• W3172282914 cites W2734862619 @default.
• W3172282914 cites W2737492962 @default.
• W3172282914 cites W2767245334 @default.
• W3172282914 cites W2795924472 @default.
• W3172282914 cites W2902625698 @default.
• W3172282914 cites W2962724315 @default.
• W3172282914 cites W2962771137 @default.
• W3172282914 cites W2963003887 @default.
• W3172282914 cites W2963341956 @default.
• W3172282914 cites W2963362380 @default.
• W3172282914 cites W2963554862 @default.
• W3172282914 cites W2963733234 @default.
• W3172282914 cites W2963788399 @default.
• W3172282914 cites W2970172215 @default.
• W3172282914 cites W3002800333 @default.
• W3172282914 cites W3103061166 @default.
• W3172282914 cites W78136081 @default.
• W3172282914 doi "https://doi.org/10.18653/v1/2021.naacl-main.183" @default.
• W3172282914 hasPublicationYear "2021" @default.
• W3172282914 type Work @default.
• W3172282914 sameAs 3172282914 @default.
• W3172282914 citedByCount "4" @default.
• W3172282914 countsByYear W31722829142021 @default.
• W3172282914 countsByYear W31722829142023 @default.
• W3172282914 crossrefType "proceedings-article" @default.
• W3172282914 hasAuthorship W3172282914A5004836994 @default.
• W3172282914 hasAuthorship W3172282914A5047709762 @default.
• W3172282914 hasAuthorship W3172282914A5054958017 @default.
• W3172282914 hasAuthorship W3172282914A5069041669 @default.
• W3172282914 hasBestOaLocation W31722829141 @default.
• W3172282914 hasConcept C108771440 @default.
• W3172282914 hasConcept C119857082 @default.
• W3172282914 hasConcept C136764020 @default.
• W3172282914 hasConcept C138885662 @default.
• W3172282914 hasConcept C154945302 @default.
• W3172282914 hasConcept C15744967 @default.
• W3172282914 hasConcept C17744445 @default.
• W3172282914 hasConcept C180747234 @default.
• W3172282914 hasConcept C19417346 @default.
• W3172282914 hasConcept C199539241 @default.
• W3172282914 hasConcept C204321447 @default.
• W3172282914 hasConcept C2776359362 @default.
• W3172282914 hasConcept C41008148 @default.
• W3172282914 hasConcept C41895202 @default.
• W3172282914 hasConcept C50644808 @default.
• W3172282914 hasConcept C518677369 @default.
• W3172282914 hasConcept C7149132 @default.
• W3172282914 hasConcept C90805587 @default.
• W3172282914 hasConcept C94625758 @default.
• W3172282914 hasConceptScore W3172282914C108771440 @default.
• W3172282914 hasConceptScore W3172282914C119857082 @default.
• W3172282914 hasConceptScore W3172282914C136764020 @default.
• W3172282914 hasConceptScore W3172282914C138885662 @default.
• W3172282914 hasConceptScore W3172282914C154945302 @default.
• W3172282914 hasConceptScore W3172282914C15744967 @default.
• W3172282914 hasConceptScore W3172282914C17744445 @default.
• W3172282914 hasConceptScore W3172282914C180747234 @default.
• W3172282914 hasConceptScore W3172282914C19417346 @default.
• W3172282914 hasConceptScore W3172282914C199539241 @default.
• W3172282914 hasConceptScore W3172282914C204321447 @default.
• W3172282914 hasConceptScore W3172282914C2776359362 @default.
• W3172282914 hasConceptScore W3172282914C41008148 @default.
• W3172282914 hasConceptScore W3172282914C41895202 @default.
• W3172282914 hasConceptScore W3172282914C50644808 @default.
• W3172282914 hasConceptScore W3172282914C518677369 @default.
• W3172282914 hasConceptScore W3172282914C7149132 @default.
• W3172282914 hasConceptScore W3172282914C90805587 @default.
• W3172282914 hasConceptScore W3172282914C94625758 @default.
• W3172282914 hasLocation W31722829141 @default.
• W3172282914 hasLocation W31722829142 @default.
• W3172282914 hasOpenAccess W3172282914 @default.
• W3172282914 hasPrimaryLocation W31722829141 @default.
• W3172282914 hasRelatedWork W2099675708 @default.
• W3172282914 hasRelatedWork W2748952813 @default.

• next