DNC+CUW

Reported on 6 benchmarks across 3 tasks · 1 paper

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

Natural Language Processing4 results

Sentiment AnalysisonYelp Fine-grained classification
Error· 2019-01-05
34.4
best: 27.05 (XLNet)
Learning to Remember More with Less Memorization arXiv:1901.01347
Sentiment AnalysisonYelp Binary classification
Error· 2019-01-05
3.6
best: 1.37 (XLNet)
Learning to Remember More with Less Memorization arXiv:1901.01347
Text ClassificationonAG News
Error· 2019-01-05
6.1
best: 4.45 (XLNet)
Learning to Remember More with Less Memorization arXiv:1901.01347
Text ClassificationonYahoo! Answers
Accuracy· 2019-01-05
74.3
best: 77.62 (BERT-ITPT-FiT)
Learning to Remember More with Less Memorization arXiv:1901.01347

Methodology2 results

ClassificationonAG News
Error· 2019-01-05
6.1
best: 4.45 (XLNet)
Learning to Remember More with Less Memorization arXiv:1901.01347
ClassificationonYahoo! Answers
Accuracy· 2019-01-05
74.3
best: 77.62 (BERT-ITPT-FiT)
Learning to Remember More with Less Memorization arXiv:1901.01347