Further, SDS can be performed in two ways, abstractive and extractive where the former method is aimed at producing denser summaries which appear to be written by a human while the latter picks out key sentences, phrases and words from the original document and stitches them together to form a coherent summary.
the word embeddings used are pretrained and out-of-vocabulary words are replaced by "unknown" token while computing a sentence vector.