Comments (3)
Yes, copying the file is ok. I am not sure why are you getting such a low score. It seems like the model is not trained appropriately. Although the code we released is verified, I can try to reproduce the paper results again and share the fine-tuned checkpoint. But it needs some time.
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That would be really useful, thanks!
Would it be possible for you to reproduce the results on a Colab Notebook? This would enable me and everyone else to reproduce the training procedure as well :)
[One more difference I can think of is that the code wouldn't run installing fairseq==0.9.0 as specified, I had to install fairseq==0.10.2]
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I also found this issue following identical steps in the training script for bart, (with fairseq==0.9.0), here are my scores
***** Eval results *****
{
"all_slot_f1": 10.7,
"all_slot_precision": 11.13,
"all_slot_recall": 11.43,
"intent_f1": 0.0,
"type_II_exact_match": 0.0,
"type_II_slot_f1": 27.9,
"type_II_slot_precision": 28.13,
"type_II_slot_recall": 27.81,
"type_I_exact_match": 0.0,
"type_I_slot_f1": 14.61,
"type_I_slot_precision": 14.64,
"type_I_slot_recall": 15.85
}
I wonder how it is going at the moment? Did you resolve the reproduction issue? Or could provide some pointers?
Thank you!
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Related Issues (3)
- data HOT 1
- pre-trained model HOT 1
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