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monologg / JointBERT

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
Apache License 2.0
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Not getting performance improvement for multitasking of intent classification and slot filling #26

Open priyanshu528priya opened 3 years ago

priyanshu528priya commented 3 years ago

When the model is trained for intent detection and slot filling tasks separately, the performance is higher when the model is trained for both the tasks together. I mean for multitasking, there is no performance gain? Any comments or help how to get the performance gain over single-task model would be highly appreciated?

riaz commented 1 year ago

Did you change/adjust the loss function based on your usecase?