Detecting Syntactic Change Using a Neural Part-of-Speech Tagger

William Merrill, Gigi Felice Stark, Robert Frank

We train a diachronic long short-term memory (LSTM) part-of-speech tagger on a large corpus of American English from the 19th, 20th, and 21st centuries. We analyze the tagger's abi…