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Models/Coupled

Coupled

Reported on 7 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Natural Language Processing7 results

Question AnsweringonMLQA
EM· 2020-10-24
37.3
best: 54.9 (ByT5 XXL)
SOTA
Rethinking embedding coupling in pre-trained language models arXiv:2010.12821
Question AnsweringonMLQA
F1· 2020-10-24
53.1
best: 71.6 (ByT5 XXL)
SOTA
Rethinking embedding coupling in pre-trained language models arXiv:2010.12821
Cross-LingualonNER
F1· 2020-10-24
69.2
SOTA
Rethinking embedding coupling in pre-trained language models arXiv:2010.12821
Cross-Lingual TransferonNER
F1· 2020-10-24
69.2
SOTA
Rethinking embedding coupling in pre-trained language models arXiv:2010.12821
Question AnsweringonXQuAD
EM· 2020-10-24
46.2
best: 63.6 (ByT5 XXL)
Rethinking embedding coupling in pre-trained language models arXiv:2010.12821
Question AnsweringonXQuAD
F1· 2020-10-24
63.2
best: 79.7 (ByT5 XXL)
Rethinking embedding coupling in pre-trained language models arXiv:2010.12821
Natural Language InferenceonXNLI
Accuracy· 2020-10-24
70.7
best: 83.7 (ByT5 XXL)
Rethinking embedding coupling in pre-trained language models arXiv:2010.12821