  This work first presents our attempts to establish an automated model using
state-of-the-art approaches for analysing bias in search results of Bing and
Google. Experimental results indicate that the current class-wise F1-scores of
our best model are not sufficient to establish an automated model for bias
analysis. Thus, we decided not to continue with this approach.
