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Models/ERNIE 2.0 Large

ERNIE 2.0 Large

Reported on 10 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Natural Language Processing10 results

  • Question AnsweringonDuReader
    EM· 2019-07-29
    64.2
    SOTA
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Natural Language InferenceonXNLI Chinese Dev
    Accuracy· 2019-07-29
    82.6
    SOTA
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Natural Language InferenceonXNLI Chinese
    Accuracy· 2019-07-29
    81
    SOTA
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Named Entity Recognition (NER)onMSRA Dev
    F1· 2019-07-29
    96.3
    SOTA
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Open-Domain Question AnsweringonDuReader
    EM· 2019-07-29
    64.2
    SOTA
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Natural Language InferenceonWNLI
    Accuracy· 2019-07-29
    67.8
    best: 95.9 (Turing NLR v5 XXL 5.4B (fine-tuned))
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Natural Language InferenceonMultiNLI
    Matched· 2019-07-29
    88.7
    best: 92.6 (Turing NLR v5 XXL 5.4B (fine-tuned))
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Natural Language InferenceonMultiNLI
    Mismatched· 2019-07-29
    88.8
    best: 92.4 (Turing NLR v5 XXL 5.4B (fine-tuned))
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Semantic Textual SimilarityonSTS Benchmark
    Pearson Correlation· 2019-07-29
    0.912
    best: 0.929 (MT-DNN-SMART)
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412
  • Named Entity Recognition (NER)onMSRA
    F1· 2019-07-29
    95
    best: 96.72 (BERT-MRC+DSC)
    ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingarXiv:1907.12412