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Models/Char-level CNN

Char-level CNN

Reported on 6 benchmarks across 3 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 Processing4 results

Sentiment AnalysisonYelp Fine-grained classification
Error· 2015-09-04
37.95
best: 27.05 (XLNet)
SOTA
Character-level Convolutional Networks for Text Classification arXiv:1509.01626
Sentiment AnalysisonYelp Binary classification
Error· 2015-09-04
4.88
best: 1.37 (XLNet)
SOTA
Character-level Convolutional Networks for Text Classification arXiv:1509.01626
Text ClassificationonDBpedia
Error· 2015-09-04
1.55
best: 0.62 (XLNet)
SOTA
Character-level Convolutional Networks for Text Classification arXiv:1509.01626
Text ClassificationonAG News
Error· 2015-09-04
9.51
best: 4.45 (XLNet)
SOTA
Character-level Convolutional Networks for Text Classification arXiv:1509.01626

Methodology2 results

ClassificationonDBpedia
Error· 2015-09-04
1.55
best: 0.62 (XLNet)
SOTA
Character-level Convolutional Networks for Text Classification arXiv:1509.01626
ClassificationonAG News
Error· 2015-09-04
9.51
best: 4.45 (XLNet)
SOTA
Character-level Convolutional Networks for Text Classification arXiv:1509.01626