The example provided by the sense inventory WordNet (Miller et al., 1990) for each word sense, if available, clearly illustrates essential semantic or syntactic constraints for adopting a word sense in a real sentence.
the shared model measures correspondence between a sense prototype and a word context as well, with both the prototype and context encodings attended by the gloss encoding.