However, to train the answer synthesis module, we further augment the human-annotated labels of each paragraph with tags from a simple NER system 6 because labels of answers provided in the train set are underspecified, i.e., many words in the paragraph that could be potential answers are not labeled.
we assume any named entities could also be potential answers of certain questions, in addition to the answers explicitly labeled by annotators.