As English is a language with fewer inflections when compared to Romanian, which accommodates for gender and case as a suffix to the base form of a word, the automatic translation into English is closer to a human translation (experiment three).
labeling this data using the OpinionFinder tool and projecting the labels onto a fully inflected humangenerated Romanian text provides more accurate classification results, as compared to a setup where the training is carried out on machine-translated Romanian text (experiment two).