Named Entities referring to listing address information showed the most significant improvements.
the F1-score for mentions of Neighborhoods (typically prominently shown on the first page of the flyers) improved by 19%; F1score for mentions of the listing State improved by 9%; and Street, City, Zip by roughly 4% each, all produced poor results on our dataset and failed to accurately compute the pixel location of text elements.