13. A system, comprising at least one processor and memory, for providing labeled links to top web pages from a top host in a search results page, comprising: a. an offline processing module configured to provide labels for the top web pages from the top host by collecting a set of inbound labels for the top web pages, estimating a language model comprising an association of words from content of each top web page, and assigning a label to each top web page based on a computation involving the estimated language model, the collected set of inbound labels for the top web pages comprises data from an anchor text of a link to each top web page on at least one second top web page and text of a search query that results in a click-through to each top web page; b. an element configured to select a set of top web pages from the top host; and c. an online module that publishes the provided labels from the collected set of inbound labels for the top web pages of each of the top web pages of the top host in the search results page for the top host.
13. A system, comprising at least one processor and memory, for providing labeled links to top web pages from a top host in a search results page, comprising: a. an offline processing module configured to provide labels for the top web pages from the top host by collecting a set of inbound labels for the top web pages, estimating a language model comprising an association of words from content of each top web page, and assigning a label to each top web page based on a computation involving the estimated language model, the collected set of inbound labels for the top web pages comprises data from an anchor text of a link to each top web page on at least one second top web page and text of a search query that results in a click-through to each top web page; b. an element configured to select a set of top web pages from the top host; and c. an online module that publishes the provided labels from the collected set of inbound labels for the top web pages of each of the top web pages of the top host in the search results page for the top host. 19. The system of claim 13 , wherein the collected set of inbound labels includes text obtained from tags associated with the top web pages on social-tagging sites.