Secondly, SPRM achieves 0.66%, 4.25%, and 1.76% absolute gains on three datasets compared to the best SPAN method SPAN-pipeline, indicating the efficacy of the Shared BERT.
sPRM can get better performance with fewer parameters compared to sPAN-pipeline, which employs two separate BERT encoding network for target extraction and target classification, respectively.