In addition to the model architecture presented in paper, the authors describe various components for preprocessing and postprocessing steps taken in the development of the system that effectively raise the system performance.
in the preprocessing steps, they cropped the sentences to only keep the entity pairs and tokens in between, and cleaned the sentences by flattening nested entities and removing all tokens between parentheses and brackets ((, ), [, ]).