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Models/CFNER

CFNER

Reported on 12 benchmarks across 2 tasks · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology6 results

  • Continual LearningonOntoNotes 5.0
    F1 (macro)· 2022-10-08
    0.4222
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual LearningonOntoNotes 5.0
    F1 (micro)· 2022-10-08
    0.5894
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Learningon2010 i2b2/VA
    F1 (macro)· 2022-10-08
    0.3626
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Learningon2010 i2b2/VA
    F1 (micro)· 2022-10-08
    0.6273
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Learningonconll2003
    F1 (macro)· 2022-10-08
    0.7911
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Learningonconll2003
    F1 (micro)· 2022-10-08
    0.8091
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980

Natural Language Processing6 results

  • Continual Named Entity RecognitiononOntoNotes 5.0
    F1 (macro)· 2022-10-08
    0.4222
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Named Entity RecognitiononOntoNotes 5.0
    F1 (micro)· 2022-10-08
    0.5894
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Named Entity Recognitionon2010 i2b2/VA
    F1 (macro)· 2022-10-08
    0.3626
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Named Entity Recognitionon2010 i2b2/VA
    F1 (micro)· 2022-10-08
    0.6273
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Named Entity Recognitiononconll2003
    F1 (macro)· 2022-10-08
    0.7911
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980
  • Continual Named Entity Recognitiononconll2003
    F1 (micro)· 2022-10-08
    0.8091
    SOTA
    Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionarXiv:2210.03980