1. A method performed by data processing apparatus, the method comprising: identifying a non-text content item that is associated with each of a plurality of web pages; receiving label data that includes a set of initial labels for the non-text content item, wherein each initial label includes one or more words; grouping, for each of two or more sets of matching web pages among the plurality of web pages, initial labels that are associated with the set of matching web pages into a label group, the initial labels for different set of matching web pages being grouped to different label groups; grouping different sets of matching labels from the set of initial labels into different label groups; and selecting, as a final label for the non-text content item, an n-gram of one or more words that is included in at least a threshold number of different label groups.
1. A method performed by data processing apparatus, the method comprising: identifying a non-text content item that is associated with each of a plurality of web pages; receiving label data that includes a set of initial labels for the non-text content item, wherein each initial label includes one or more words; grouping, for each of two or more sets of matching web pages among the plurality of web pages, initial labels that are associated with the set of matching web pages into a label group, the initial labels for different set of matching web pages being grouped to different label groups; grouping different sets of matching labels from the set of initial labels into different label groups; and selecting, as a final label for the non-text content item, an n-gram of one or more words that is included in at least a threshold number of different label groups. 3. The method of claim 1 , wherein grouping initial labels that are associated with the set of matching web pages into a label group comprises: identifying, among the set of initial labels, a first set of at least two initial labels that were obtained from a same domain; grouping the first set of at least two initial labels into a label group; identifying, among the set of initial labels, a second set of at least two initial labels that were obtained from a same domain; and grouping the second set of at least two initial labels into a label group.