In this paper, we re-examine the problem of query expansion using lexical resources in recently proposed axiomatic framework and find that we are able to significantly improve retrieval performance through query expansion using only hand-crafted lexical resources.
we first study a few term similarity functions exploiting the information from two lexical resources: WordNet and dependency-based thesaurus created by Lin.