The identical input sequence will be encoded twice by two encoders respectively, but only the output of Encoder2 is used directly for the classifier.
the Encoder1 serves as a pioneer for providing global information, while the Encoder2 focuses on extracting better local features by incorporating the former into the local extraction procedure.