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Benchmarks
Joint intent detection and slot filling on DSTC4
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53.9
Slot F1
AGIF
43.604
46.277
48.95
51.623
Apr 21, 2020
Slot F1
Intent F1
Intent Accuracy
Overall Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Slot F1
Intent F1
Intent Accuracy
Overall Accuracy
AGIF
2020.04
53.9
40
46.1
35.2
Stack-Propagation
version=concatenation
2020.04
52.8
-
44.9
34.6
Stack-Propagation
version=sigmoid-decoder
2020.04
51.9
39.2
39.2
30.5
SF-ID
2020.04
51.4
-
41.8
33
Slot-gated Intent
2020.04
50.2
-
40.6
31.7
Joint Multiple ID-SF
2020.04
48
37.5
39
29.4
Slot-Gated
2020.04
45
-
42.5
32.5
Bi-Model
2020.04
44.6
-
41.3
30.5
Attention BiRNN
2020.04
44
-
42.1
32.6
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