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Models/RemBERT

RemBERT

Reported on 11 benchmarks across 3 tasks · 1 paper · 1 SOTA

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

Natural Language Processing11 results

  • Linguistic AcceptabilityonCoLA
    MCC· 2022-10-23
    0.6
    best: 0.726 (BERT+TDA)
    SOTA
    RuCoLA: Russian Corpus of Linguistic AcceptabilityarXiv:2210.12814
  • Linguistic AcceptabilityonRuCoLA
    Accuracy· 2022-10-23
    75.06
    best: 85.7 (Ru-RoBERTa+TDA)
    RuCoLA: Russian Corpus of Linguistic AcceptabilityarXiv:2210.12814
  • Linguistic AcceptabilityonRuCoLA
    MCC· 2022-10-23
    0.44
    best: 0.594 (Ru-RoBERTa+TDA)
    RuCoLA: Russian Corpus of Linguistic AcceptabilityarXiv:2210.12814
  • Cross-LingualonXTREME
    Avg
    56.1
    best: 85.5 (Turing ULR v6)
  • Cross-LingualonXTREME
    Question Answering
    68.6
    best: 52.5 (Anonymous5)
  • Cross-LingualonXTREME
    Sentence-pair Classification
    84.1
    best: 91 (Turing ULR v6)
  • Cross-LingualonXTREME
    Structured Prediction
    73.3
    best: 90.8 (Creative)
  • Cross-Lingual TransferonXTREME
    Avg
    56.1
    best: 85.5 (Turing ULR v6)
  • Cross-Lingual TransferonXTREME
    Question Answering
    68.6
    best: 52.5 (Anonymous5)
  • Cross-Lingual TransferonXTREME
    Sentence-pair Classification
    84.1
    best: 91 (Turing ULR v6)
  • Cross-Lingual TransferonXTREME
    Structured Prediction
    73.3
    best: 90.8 (Creative)