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Models/CONTaiNER

CONTaiNER

Reported on 8 benchmarks across 1 task · 1 paper · 8 SOTA

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

Natural Language Processing8 results

  • Named Entity Recognition (NER)onFew-NERD (INTRA)
    10 way 1~2 shot· uses extra data· 2021-09-15
    33.84
    best: 40.48 (BERT-SparseLT+CONTainNER)
    SOTA
    CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningarXiv:2109.07589
  • Named Entity Recognition (NER)onFew-NERD (INTRA)
    10 way 5~10 shot· uses extra data· 2021-09-15
    47.49
    best: 53.04 (BERT-SparseLT+CONTainNER)
    SOTA
    CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningarXiv:2109.07589
  • Named Entity Recognition (NER)onFew-NERD (INTRA)
    5 way 1~2 shot· uses extra data· 2021-09-15
    40.43
    best: 47.2 (BERT-SparseLT+CONTainNER)
    SOTA
    CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningarXiv:2109.07589
  • Named Entity Recognition (NER)onFew-NERD (INTRA)
    5 way 5~10 shot· uses extra data· 2021-09-15
    53.7
    best: 59.67 (BERT-SparseLT+CONTainNER)
    SOTA
    CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningarXiv:2109.07589
  • Named Entity Recognition (NER)onFew-NERD (INTER)
    10 way 1~2 shot· uses extra data· 2021-09-15
    48.35
    best: 52.75 (BERT-SparseLT + CONTaiNER)
    SOTA
    CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningarXiv:2109.07589
  • Named Entity Recognition (NER)onFew-NERD (INTER)
    10 way 5~10 shot· uses extra data· 2021-09-15
    57.12
    best: 62.43 (BERT-SparseLT + CONTaiNER)
    SOTA
    CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningarXiv:2109.07589
  • Named Entity Recognition (NER)onFew-NERD (INTER)
    5 way 1~2 shot· uses extra data· 2021-09-15
    55.95
    best: 57.14 (BERT-SparseLT + CONTaiNER)
    SOTA
    CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningarXiv:2109.07589
  • Named Entity Recognition (NER)onFew-NERD (INTER)
    5 way 5~10 shot· uses extra data· 2021-09-15
    61.83
    best: 66.17 (BERT-SparseLT + CONTaiNER)
    SOTA
    CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningarXiv:2109.07589