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OS X and iOS users can do this in Chrome and Safari, I think the shortcut it selecting a word and pressing Command-Control-D or something :)

Select and Command-Control-D is right. You can also do a three finger tab. See https://en.wikipedia.org/wiki/Dictionary_(software)#Quick_ac...