Streszczenie:
This work focuses on detecting biased speech by utilizing natural language
processing techniques. The main objective is to create a tool able to distinguish
between biased and unbiased sentences. The first chapter concerns theoretical
aspects of natural language processing and linguistic characteristics of subjective
speech. The next chapters describe technical aspects of deep learning models such
as artificial neural networks. Chapters 4 and 6 are devoted to advanced artificial
intelligence models dedicated to language modelling. The last chapter focuses on
the practical part. It describes the process of data acquisition and implementation
of the models.