CTRAN

Reported on 4 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Natural Language Processing4 results

Slot FillingonATIS
F1· 2023-03-19
0.9846
SOTA
CTRAN: CNN-Transformer-based Network for Natural Language Understanding arXiv:2303.10606
Slot FillingonSNIPS
F1· 2023-03-19
98.3
SOTA
CTRAN: CNN-Transformer-based Network for Natural Language Understanding arXiv:2303.10606
Intent DetectiononSNIPS
Accuracy· 2023-03-19
99.42
SOTA
CTRAN: CNN-Transformer-based Network for Natural Language Understanding arXiv:2303.10606
Intent DetectiononATIS
Accuracy· 2023-03-19
98.07
best: 98.99 (Bi-model with decoder)
CTRAN: CNN-Transformer-based Network for Natural Language Understanding arXiv:2303.10606