GL-GIN

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 FillingonMixSNIPS
Micro F1· 2021-06-03
94.9
best: 97.2 (BiSLU)
SOTA
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling arXiv:2106.01925
Slot FillingonMixATIS
Micro F1· 2021-06-03
88.3
best: 90.5 (MISCA)
SOTA
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling arXiv:2106.01925
Intent DetectiononMixATIS
Accuracy· 2021-06-03
76.3
best: 83.3 (DGIF)
SOTA
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling arXiv:2106.01925
Intent DetectiononMixSNIPS
Accuracy· 2021-06-03
95.6
best: 98.4 (SSRAN)
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling arXiv:2106.01925