15. The non-transitory computer-readable storage medium of claim 14 , further comprising instructions for: accessing a set of data from the bipartite representation, wherein the set of data comprises a set of visual words representing visual content, a set of linguistic words, and a set of associations between the set of visual words and the set of linguistic words; based on the set of associations between the set of visual words and the set of linguistic words, generating association scores between linguistic words; wherein the instructions for determining, based on the bipartite representation, an association score are performed based at least in part on the association scores.
15. The non-transitory computer-readable storage medium of claim 14 , further comprising instructions for: accessing a set of data from the bipartite representation, wherein the set of data comprises a set of visual words representing visual content, a set of linguistic words, and a set of associations between the set of visual words and the set of linguistic words; based on the set of associations between the set of visual words and the set of linguistic words, generating association scores between linguistic words; wherein the instructions for determining, based on the bipartite representation, an association score are performed based at least in part on the association scores. 16. The non-transitory computer-readable storage medium of claim 15 , wherein the instructions for determining whether the at least one query term is associated with one or more other query terms through visual content further comprises instructions for: identifying association scores between a linguistic word that is equivalent to the at least one query term and one or more other linguistic words in the set of linguistic words; comparing the association scores between the linguistic word that is equivalent to the at least one query term and one or more other linguistic words in the set of linguistic words with a preset threshold to determine which of the one or more other linguistic words have association scores higher than the preset threshold; wherein the instructions for determining, based on the association score, that the at least one query term is associated with the one or more other query terms through visual content comprise instructions for: determining that the at least one query term is associated with query terms which are equivalent to linguistic words which have association scores higher than the preset threshold.