Marcus, Mitchell P.Santorini, BeatriceMagerman, David2023-05-222023-05-221990-07-012007-08-23https://repository.upenn.edu/handle/20.500.14332/7510This paper reports on one of the first steps in building a very large annotated database of American English. We present and discuss the results of an experiment comparing manual part-of-speech tagging with manual verification and correction of automatic stochastic tagging. The experiment shows that correcting is superior to tagging with respect to speed, consistency and accuracy.First Steps Towards an Annotated Database of American EnglishReport