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More sophisticated methods are used in practice for natural language generation.
If instead of simply generating random characters one restricts the generator to a meaningful vocabulary and conservatively following grammar rules, like using a context-free grammar, then a random document generated this way can even fool some humans ( at least on a cursory reading ) as shown in the experiments with SCIgen, snarXiv, and the Postmodernism Generator.

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