Heuristic metrics for AI problem domains such as natural language processing

It is proposed that a series of numeric metrics be established for the evaluation of problem domains such as natural-language processing. These metrics should be weighted averages of multiple independent factors and should be constructed so that typical human-level performance is taken to be unity. The usage of such metrics is discussed, and the example of natural language processing is detailed with a suggested metric delineated.<
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