Meaning hits the target missed by data: generalization and understandingA decade ago, Google’s scientists published “The Unreasonable Effectiveness of Data[i].” It focused on “natural-language-related machine learning” successes like statistical speech recognition and statistical machine translation that use large amounts of data. It preceded the best successes of deep learning which took place a
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