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Unable to reproduce the results on MathQA without CL #3

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lijierui opened this issue Nov 14, 2021 · 1 comment
Open

Unable to reproduce the results on MathQA without CL #3

lijierui opened this issue Nov 14, 2021 · 1 comment

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@lijierui
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I'm using the processed data you provided to reproduce the results for MathQA.
Following the instructions, I replace the vocab.txt for bert-base-uncased folder. I use train_ft_monolingual-en.sh. However, the accuracy is around 27%. When I tried math23K instead, the results match the paper.
I wonder where could go wrong. Is there anything specifically for math23k or Chinese dataset that needs modifying when running the code? Or is something about the bert model I need to pay attention to?

thanks!

@zwx980624
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Try changing the learning-rate to 5e-5 and see if it works.

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