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I am looking for any plots, etc. that show performance metrics on various NLP tasks as a function of year.

E.g. the following figure shows the evolution of performance of face recognition systems:

enter image description here

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    Some charts of this nature are available in Chapter 8 of Using Computers in Linguistics (1999). Chapter 8 begins on p.28 of the linked file, which comprises the last two chapters in the book, both dealing with CL/NLP, from different perspectives.
    – jlawler
    Oct 11 '14 at 17:10

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