Figure 2.

Sliding window approach used to classify sequences longer than those that were used to pretrain SciBert. The original sequence is split into a number of overlapping sequences. The predictions from near the edges of the subsequences are discarded, and the shaded parts of the subsequences represent the parts from which token label predictions are taken for each subsequence.