Using the top two words (WN-T 2 ) in context vectors increases the F-measure from 0.172 to 0.310.
these measures include three path-based semantic similarity measures denoted PAtH,WUP (Wu and Palmer, 1994) and LEA-COCK (Leacock and Chodorow, 1998).