Firstly, in all cases the BPE-based embedding model built on the large corpus appeared to be superior to the domain-based model.
we replaced all occurrences of extralinguistic elements with symbols representing their types: • hashtags were exchanged with '#' sign, • mentions with the '@' sign, • URLs with the 'ň' sign (not present in neither Tweet Corpus nor Influencer Set).