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Questions about imbalance sentence distribution of label 1 and label 0 when training #124

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boy-be-ambitious opened this issue Jan 14, 2022 · 0 comments
Open

Questions about imbalance sentence distribution of label 1 and label 0 when training #124

boy-be-ambitious opened this issue Jan 14, 2022 · 0 comments

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@boy-be-ambitious
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Since training use sentences similar to gold target as label 1, others as label 0. And it will lead to the imbalance of label 1 and label 0. It may cause a ratio which maybe1 vs 6 or even more. And we only use normal BCE loss. Is it a little strange that training still works?
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