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Cannot reproduce the IRNet+BERT results

See original GitHub issue

Thank you for sharing the IRNet+bert model. The code is very useful, but I can not reproduce the results from the paper (61.9% dev acc).

Testing the pre-trained model downloaded from #2, I got Acc: 0.572957, Beam Acc: 0.598249 using your eval and 0.572 EM accuracy using the official evaluation script.

Testing the model trained from scratch (bert branch), I got similar results: Acc: 0.564202, Beam Acc: 0.600195 using your eval and 0.573 EM accuracy using the official script.

Do you have similar results from eval.py script? What is the accuracy of the released model?

Issue Analytics

  • State:open
  • Created 4 years ago
  • Comments:5

github_iconTop GitHub Comments

5reactions
brunnurscommented, Jun 3, 2020

I implemented a BERT encoder myself (https://github.com/brunnurs/valuenet)

2reactions
saparinacommented, Jun 3, 2020

@brunnurs did you reproduce IRNet+BERT results in your version? The abstract of your paper sounds very interesting, will read it 😃

Read more comments on GitHub >

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