SLIM

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 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· 2021-08-26
96.5
best: 97.2 (BiSLU)
SOTA
SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling arXiv:2108.11711
Slot FillingonMixATIS
Micro F1· 2021-08-26
88.5
best: 90.5 (MISCA)
SOTA
SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling arXiv:2108.11711
Intent DetectiononMixSNIPS
Accuracy· 2021-08-26
97.2
best: 98.4 (SSRAN)
SOTA
SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling arXiv:2108.11711
Intent DetectiononMixATIS
Accuracy· 2021-08-26
78.3
best: 83.3 (DGIF)
SOTA
SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling arXiv:2108.11711