Before revision:   Experimental results show that TNF significantly expedite the BERT pre-training and improve the model's performance on downstream tasks.
After revision:  We implement TNF on both BERT and ELECTRA to check its efficiency and effectiveness. Experimental results show that TNF significantly expedite the BERT pre-training and improve the model's performance on downstream tasks.