Where one can find for chinese words a list of associations. That is for linguistics purposes. Here is Association Tesaurus for russian language: http://tesaurus.ru/dict/dict.php
WordNet is a database of English words, which includes semantic relationships of words too. It includes synonym and antonym-relationships, as well as "categories". For example, it will tell me that ...