Semantic Compression
Semantic compression is a method for compacting a domain or general dictionary, by reducing language heterogeneity of textual documents. This is basically achieved in two steps, using frequency dictionaries and semantic network:
i) determining cumulated term frequencies to identify target lexicon
ii) replacing less frequent terms with their hypernyms from target lexicon