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Benchmarks
Language Modeling on ATIS (test)
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10.19
PPL (LM)
Joint model with recurrent intent + slot label context
10.1356
10.5028
10.87
11.2372
Sep 6, 2016
PPL (LM)
Updated 4d ago
Evaluation Results
Method
Method
Links
PPL (LM)
Joint model with recurrent intent + slot label context
intent context=recurre...
2016.09
10.19
Joint model with recurrent intent context
intent context=recurrent
2016.09
10.21
Joint model with local & recurrent intent context
intent context=local &...
2016.09
10.22
Joint model with local & recurrent intent + slot label context
intent context=local &...
2016.09
10.28
Joint model with local slot label context
slot label context=local
2016.09
11.14
Joint model with local & recurrent slot label context
slot label context=loc...
2016.09
11.17
Joint model with recurrent slot label context
slot label context=rec...
2016.09
11.19
Joint model with local intent + slot label context
intent context=local,...
2016.09
11.22
Joint model with local intent context
intent context=local
2016.09
11.27
Basic joint training model
2016.09
11.33
Independent training RNN language model
2016.09
11.55
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