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Critical evaluation of word similarity datasets is very important forcomputational lexical semantics. This short report concerns the sanity checkproposed in Batchkarov et al. (2016) to evaluate several popular datasets suchas MC, RG and MEN -- the first two reportedly failed. I argue that this test isunstable, offers no added insight, and needs major revision in order to fulfillits purported goal.

A Critique of a Critique of Word Similarity Datasets: Sanity Check or Unnecessary Confusion?