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I have used the Google LM 1B corpus in the past for testing written language, e.g. other periodicals.

However, I'm now using text from an IM chat, which is conversational. I would like to measure predictability, but wasn't sure how accurate probabilities given by the LM 1B would be, given that it was mostly trained on newswire text.

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