Language Modeling on ATIS (test)
10.19PPL (LM)Joint model with recurrent intent + slot label context
Evaluation results
| Method | Links | |
|---|---|---|
| Joint model with recurrent intent + slot label contextintent context=recurrent, slot label context=yes2016.09 | 10.19 | |
| Joint model with recurrent intent contextintent context=recurrent2016.09 | 10.21 | |
| Joint model with local & recurrent intent contextintent context=local & recurrent2016.09 | 10.22 | |
| Joint model with local & recurrent intent + slot label contextintent context=local & recurrent, slot label context=yes2016.09 | 10.28 | |
| Joint model with local slot label contextslot label context=local2016.09 | 11.14 | |
| Joint model with local & recurrent slot label contextslot label context=local & recurrent2016.09 | 11.17 | |
| Joint model with recurrent slot label contextslot label context=recurrent2016.09 | 11.19 | |
| Joint model with local intent + slot label contextintent context=local, slot label context=yes2016.09 | 11.22 | |
| Joint model with local intent contextintent context=local2016.09 | 11.27 | |
| Basic joint training model2016.09 | 11.33 | |
| Independent training RNN language model2016.09 | 11.55 |