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Models/Transformer Multitask + LayerDrop

Transformer Multitask + LayerDrop

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Natural Language Processing6 results

  • Question AnsweringonELI5
    Rouge-1· 2019-09-25
    29.4
    best: 30.6 (BART)
    SOTA
    Reducing Transformer Depth on Demand with Structured DropoutarXiv:1909.11556
  • Question AnsweringonELI5
    Rouge-2· 2019-09-25
    5.5
    best: 10.36 (QG)
    SOTA
    Reducing Transformer Depth on Demand with Structured DropoutarXiv:1909.11556
  • Question AnsweringonELI5
    Rouge-L· 2019-09-25
    23.4
    best: 26.9 (Fourier Transformer)
    SOTA
    Reducing Transformer Depth on Demand with Structured DropoutarXiv:1909.11556
  • Open-Domain Question AnsweringonELI5
    Rouge-1· 2019-09-25
    29.4
    best: 30.6 (BART)
    SOTA
    Reducing Transformer Depth on Demand with Structured DropoutarXiv:1909.11556
  • Open-Domain Question AnsweringonELI5
    Rouge-2· 2019-09-25
    5.5
    best: 10.36 (QG)
    SOTA
    Reducing Transformer Depth on Demand with Structured DropoutarXiv:1909.11556
  • Open-Domain Question AnsweringonELI5
    Rouge-L· 2019-09-25
    23.4
    best: 26.9 (Fourier Transformer)
    SOTA
    Reducing Transformer Depth on Demand with Structured DropoutarXiv:1909.11556