For example, the words walking, afoot, ambulate constitute a single synset which has gloss representations as follows, walking: the act of traveling by foot afoot: traveling by foot ambulate: walk about To lift the limitations of dictionary glosses which are fairly short with insufficient vocabulary, we utilize the glosses of related senses since we assume that words co-occur in one sentence share related senses and the more glosses two senses share, the more similar they are.
we extract not only glosses of target synset, but also the glosses of the hypernym, hyponym, meronym, holonym and troponym synsets of the target synset to form a synset context.