The bad performance is due to the fact that most of bio-medical names are quite long (2~4 words) and occur infrequently in the nontechnique data set.
a query formed by a biomedical seed pair usually cannot be found in the Web corpus (We found the coverage of the auto-mined patterns mined from the corpus is only about 20%).