I had the same problem with that dictionary so I made my own version of WordNet 3 dictionary. I used Ispell spellchecking dictionary for inflection indexing.
1) Its is less verbose than that mentioned;
2) Its absoluteley free;
3) It has indexed inflections;
Give it a try:
http://eb.lv/dict/#ez