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Fine tune BERT with Sparse Self Attention Mechanism

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Figure

Figure 1: The explorations of attention behavior forfour models:No pre-training, Fine-tuning BERT,SSAF(No pre-training), and SSAF
Table 1: Summary of seven datasets used in our exper-iments. Train, Dev., and Test: The size of train, devel-opment, and test set respectively.
Figure 3:Visualization of attention matrices forBERTBASE and SSAF with different values of λ onSenTube-T dataset

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