Furthermore, it was necessary to adapt several features of the base classifiers, since the microtext corpus does not include non-argumentative text units.
we did not consider preceding tokens for lexical, indicator, and embedding features and removed Table 13 Model assessment on microtext corpus from Peldszus and Stede (2015) ( † = significant improvement over baseline heuristic; ‡ = significant improvement over base classifier).