We extract<cite> Bansal and Klein (2011)</cite> 's affinity and paraphrase-style first-order features from the Google Books English Ngrams corpus, and compare their performance against Web1T counts. We also extend<cite> Bansal and</cite> Klein's affinity and paraphrase features to second-order.