1. A method for crowdsourcing a task, the method comprising: extracting, by one or more processors, one or more components from at least one task based on a task category associated with the at least one task, wherein each of the one or more components corresponds to a part of the at least one task, that requires an input from a crowdworker; categorizing, by the one or more processors, the one or more components in a set of first categories and a second category based on a comparison between content of each of the one or more components, and the task category, wherein each category in the set of first categories includes similar components from the one or more components, and wherein the second category includes dissimilar components from the one or more components; and combining, by the one or more processors, a representative component from at least one category from the set of first categories, and at least one component from the second category to create the task, wherein the task is crowdsourced to one or more crowdworkers.