Quora insincere questions challenge-high accuracy but not working

i don’t think you need to check presence of sincere samples in validation set , split step in databunch should handle it.
Most probably we are overfitting our dataset hence always predicting 1.Maybe we can increase the dropout to reduce overfiting.

Btw i was trying the same but somehow kept getting this issue and never managed to fit,