This included similarity measures introduced by Wu and Palmer (1994) (wup), Leacock and Chodorow (1998) (lch), Resnik (1995) (res), Jiang and Conrath (1997) (jcn), Lin (1998) (lin), Banerjee and Pedersen (2003) (lesk), Hirst and St-Onge (1998) (hso) and Patwardhan and Pedersen (2006) (vector and vpairs) respectively.
settings and properties were changed systematically and shared with Pedersen who attempted to produce the new results with his own implementations.