Evaluate the collective function of references cited together in a given text segment.
Classify their combined role into one of the following categories: 'method', 'background', or 'result'.

Text:But, solutions to semantic problems are scarce and either require domain knowledge [24, 18, 4, 19] or provide a specific technique [15].
Category: