We analyze the results of a semantic annotation task performed by novice taggers as part of the WordNet SemCor project (Landes et al., in press). Each polysemous content word in a text was matched to a sense from WordNet. Comparing the performance of the novice taggers with that of experienced lexicographers, we find that the degree of polysemy, part of speech, and the position within the WordN...