Joint intent detection and slot filling on DSTC4
53.9Slot F1AGIF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AGIF2020.04 | 53.9 | 40 | 46.1 | 35.2 | |
| Stack-Propagationversion=concatenation2020.04 | 52.8 | — | 44.9 | 34.6 | |
| Stack-Propagationversion=sigmoid-decoder2020.04 | 51.9 | 39.2 | 39.2 | 30.5 | |
| SF-ID2020.04 | 51.4 | — | 41.8 | 33 | |
| Slot-gated Intent2020.04 | 50.2 | — | 40.6 | 31.7 | |
| Joint Multiple ID-SF2020.04 | 48 | 37.5 | 39 | 29.4 | |
| Slot-Gated2020.04 | 45 | — | 42.5 | 32.5 | |
| Bi-Model2020.04 | 44.6 | — | 41.3 | 30.5 | |
| Attention BiRNN2020.04 | 44 | — | 42.1 | 32.6 |