Agirre et al. (2000) propose enriching WordNet with topic signatures using the Web. A concept in
WordNet can contain several senses. For each sense, a set of cue-words (hyponyms, hypernyms, etc.) is
used to create a highly specific query that is submitted to a search engine. The top 100 documents are
retrieved and keywords are extracted. They experienced formulating the queries as being the weakest
point of their approach since the quality of the queries highly affected the quality of the retrieved
documents. This is in contrast to our approach that is not dependent upon a high quality query but uses
clustering and domain identification by utilising neighbouring entities to find relevant documents from a
set of diverse documents.