Accelerating BERT Inference for Sequence Labeling via Early-Exit

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Knowledge Triples

Source Entity	Relationship	Target Entity
DistilBERT Material	comparesWith	Sequence Labeling Task
Early Exit Mechanism Method	appliesTo	Sequence Labeling Task
Pre Trained Models Method	usedFor	Sequence Labeling Task
Self Sampling Fine Tuning Method	usedIn	Token Level Early Exit Method
Token Level Early Exit Method	appliesTo	Sequence Labeling Task
Window Based Criterion Method	usedIn	Token Level Early Exit Method