MISCA

Reported on 4 benchmarks across 2 tasks · 1 paper · 1 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 FillingonMixATIS
Micro F1· 2023-12-10
90.5
SOTA
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention arXiv:2312.05741
Slot FillingonMixSNIPS
Micro F1· 2023-12-10
95.2
best: 97.2 (BiSLU)
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention arXiv:2312.05741
Intent DetectiononMixSNIPS
Accuracy· 2023-12-10
97.3
best: 98.4 (SSRAN)
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention arXiv:2312.05741
Intent DetectiononMixATIS
Accuracy· 2023-12-10
76.7
best: 83.3 (DGIF)
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention arXiv:2312.05741