To construct a "balanced" corpus via a search engine one reasonable strategy is to use appropriately balanced query terms, e.g., using random terms extracted from an available balanced corpus (Sharoff, 2006).
we will not motivate our method in terms of whether it favors unbiased samples from the Web, but in terms of whether the documents that are sampled appear to be balanced with respect to a set of deliberately biased samples.