16. The server of claim 9 , wherein the indirect path is a first indirect path and the at least one processor is further to execute the computer-executable instructions to: determine a third target semantic vector of the word in the target language semantic vector space via a second indirect path; determine a fifth distance between the third target semantic vector and the first potential semantic vector; and determine a sixth distance between the third target semantic vector and the second potential semantic vector, the at least one processor to determine the first potential word is to be mapped to the word as a translation of the word in the target language based at least in part on the fifth distance and the sixth distance.
9. A server to receive a document from a device over a network, the server comprising: at least one memory that stores computer-executable instructions; and at least one processor to access the at least one memory and execute the computer-executable instructions to: determine a first target semantic vector of a word from the document in a target language semantic vector space via a direct path, the word to be translated from an initial language to a target language, the target language corresponding to the target language semantic vector space; determine a second target semantic vector of the word in the target language semantic vector space via an indirect path; identify, based on the first target semantic vector, a first potential word in the target language and a second potential word in the target language; identify a first potential semantic vector in the target language semantic vector space corresponding to the first potential word in the target language; identify a second potential semantic vector in the target language semantic vector space corresponding to the second potential word in the target language; determine a first distance between the first target semantic vector and the first potential semantic vector; determine a second distance between the second target semantic vector and the first potential semantic vector; determine a third distance between the first target semantic vector and the second potential semantic vector; determine a fourth distance between the second target semantic vector and the second potential semantic vector; determine that the first potential word is to be mapped to the word as a translation of the word in the target language based at least in part on the first distance, the second distance, the third distance, and the fourth distance; generate a second document including the translation of the word in the target language; and cause the second document to be transmitted over the network to the device.