Given the limited -and often domain-dependent -annotation scheme of these resources, it is impossible to map enough data to train a DA tagger for the full ISO taxonomy, since some of the ISO dialogue acts have no correspondence in any of the considered corpora.
we opted for a reduced version of the taxonomy, limiting our research to subsets of the General (Task), Social Obligation Management and Feedback dimensions.