There is comparable little work with respect to visualisation in lexical semantics: Kievit-Kylar and Jones (2012) present a tool that allows to identify relations between words in a graph structure, where words are visualised as nodes, and word similarities are shown as directed edges.
optionally, the user may provide text files with the gold standard and/or automatic class assignments, relying on two commaseparated columns per line: word, class .