in the SENSEVAL initiative (Kilgarriff, 2001), a notable exception being the Prague Treebank (Hajičová, 1998) .
most recent work in corpus-based semantics has taken an unsupervised approach, relying on statistical methods to extract semantic regularities from raw corpora, often using information from ontologies like WordNet (Miller et al., 1990).