Classification of stereotypes

The task consists in determining whether a sentence contains at least one stereotype or none and assigning those sentences previously marked as positive (with stereotypes) to at least one of the ten categories that present immigrants as: 1) ‘victims of xenophobia’, 2) ‘suffering victims’, 3) ‘economic resources’, 4) a problem of ‘migration control’, 5) people with ‘cultural and religious differences’, 6) people that take advantage of welfare ‘benefits’, 7) a problem for ‘public health’, 8) a threat to ‘security’, 9) ‘dehumanization’ and 10) ‘other’ types of stereotypes. 

It is a multi-label classification problem, since each instance may be assigned one or more categories.