SF-ID

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 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 FillingonSNIPS
F1· 2019-06-30
92.23
best: 98.3 (CTRAN)
SOTA
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling arXiv:1907.00390
Intent DetectiononSNIPS
Accuracy· 2019-06-30
97.43
best: 99.42 (CTRAN)
SOTA
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling arXiv:1907.00390
Slot FillingonATIS
F1· 2019-06-30
0.958
best: 0.9846 (CTRAN)
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling arXiv:1907.00390
Intent DetectiononATIS
Accuracy· 2019-06-30
97.76
best: 98.99 (Bi-model with decoder)
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling arXiv:1907.00390