1. A method implemented by one or more processors associated with one or more server devices, the method comprising: identifying, by one or more processors associated with one or more server devices, a document that includes a geographical address; analyzing, by one or more processors associated with one or more server devices, a plurality of terms that precede the address in the document; locating, by one or more processors associated with one or more server devices, at least one candidate title in the document by: generating, by one or more processors associated with one or more server devices, a statistical model by analyzing features associated with a plurality of documents with known addresses and associated titles, calculating, by one or more processors associated with one or more server devices, based on the generated statistical model, a probability that each of the plurality of terms is part of a title associated with the address, and identifying, by one or more processors associated with one or more server devices, the at least one candidate title based on the probability that one or more of the plurality of terms, or one or more groups of the plurality of terms, is part of the title associated with the address; assigning, by one or more processors associated with one or more server devices, a confidence score to the at least one candidate title based on the probability that one or more of the plurality of terms is part of the title associated with the address; and determining, by one or more processors associated with one or more server devices, whether to associate the at least one candidate title with the address based on the assigned confidence score.