Related studies (Brooke and Hirst, 2011) have proven that topic bias is a confounding factor that results in misleading crossvalidated performance while allowing only near chance performance in practical applications.
we show that the distribution of these labels is topically biased, since they cannot be applied freely to any arbitrary article.