In this paper we present Morphy, an integrated tool for German morphology,
part-of-speech tagging and context-sensitive lemmatization. Its large lexicon
of more than 320,000 word forms plus its ability to process German compound
nouns guarantee a wide morphological coverage. Syntactic ambiguities can be
resolved with a standard statistical part-of-speech tagger. By using the output
of the tagger, the lemmatizer can determine the correct root even for ambiguous
word forms. The complete package is freely available and can be downloaded from
the World Wide Web.