12. A computer-implemented method, comprising: determining, by a processor, a category for a group of isolated noun phrases in a data source, wherein the group of isolated noun phrases comprises one or more isolated noun phrases; and translating, by the processor, the group of isolated noun phrases from a source language to a target language using a category-driven isolated noun phrase translation, wherein the determination of the category and the category-driven isolated noun phrase translation are performed based on context derived from the group of isolated noun phrases, wherein the category is determined based on an automatic column categorization that identifies the most likely category of the group of isolated noun phrases that is obtained by combining results obtained for individual cells of the group of isolated noun phrases into a composite score for each category.
17. The computer-implemented method of claim 12 , further comprising: performing a hybrid category-driven isolated noun phrase transfer when a result for translating an isolated noun phrase from the source language to the target language is not found using the category-driven isolated noun phrase translation based on finding the isolated noun phrase in one or more translation memories or one or more dictionaries.