Computer learns language by playing games.

By basing its strategies on the text of a manual, a computer infers the 
meanings of words without human supervision.

Computers are great at treating words as data: Word-processing programs 
let you rearrange and format text however you like, and search engines 
can quickly find a word anywhere on the Web. But what would it mean for 
a computer to actually understand the meaning of a sentence written in 
ordinary English — or French, or Urdu, or Mandarin?

One test might be whether the computer could analyze and follow a set of 
instructions for an unfamiliar task. And indeed, in the last few years, 
researchers at MIT’s Computer Science and Artificial Intelligence Lab 
have begun designing machine-learning systems that do exactly that, with 
surprisingly good results.

http://web.mit.edu/newsoffice/2011/language-from-games-0712.html
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