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performance F1 lower than 79 #1

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yangjingyi opened this issue Jan 3, 2022 · 1 comment
Open

performance F1 lower than 79 #1

yangjingyi opened this issue Jan 3, 2022 · 1 comment

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@yangjingyi
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Hi,
I use this code and train with spanbert large config, but I only get 78.37 F1 with test dataset.
Do you train with epoch 20 and get F1 80%?

@Fantabulous-J
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I trained the large model with the exact spanbert large config using 5 random seeds. The results range from 79.9 to 80.1. Please make sure you did not change any hyperparameters and do data preprocessing correctly. Also, when extracting the top k spans, please make sure you used the c++ code rather than the topk function in pytorch.

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