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longlongman / CasRel-pytorch-reimplement

Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code is written in keras.
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The performance of pytorch-reimplement #14

Open Onion12138 opened 3 years ago

Onion12138 commented 3 years ago

It seems that the performance isn’t as good as expected when I apply the model to other Chinese Datasets. I wonder whether it is due to the model itself or the missing details in the pytorch reimplement. Looking forward to your reply, many Thanks.

longlongman commented 3 years ago

Sorry to hear about that, as you can see, I use the code on a Chinese Dataset(CMED) and achieve better results compared with the Keras version. I did not test the model on other Chinese Datasets, but I have done my best to keep the torch version as same as the Kears version.

jxrjlxc02 commented 3 years ago

大佬，请问 f1 = 47.59，在真实场景能使用么，会不会偏低了些？

longlongman commented 3 years ago

确实不能用在实际场景，肯定是需要根据实际场景做调整的

1qingqing1 commented 2 years ago

请问一般如何根据实际场景做调整呢，可否传授一些经验