NLP methods and applications need to take account not only of "classical" lexical relations, as found in WordNet, but the lessstructural, more context-dependent "nonclassical" relations that readers intuit in text. In a reader-based study of lexical relations in text, most were found to be of the latter type. The relationships themselves are analyzed, and consequences for NLP are discussed.