We are creating a large scale, freely available, semantic dictionary of Mandarin Chinese: the Chinese Open Wordnet, inspired by the Princeton WordNet and the Global WordNet Grid. All relations (hypernyms, meronyms ...) come from Princeton WordNet 3.0. We have enriched the synsets with Chinese lexical units.