Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflection

Maria Corkery, Yevgen Matusevych, Sharon Goldwater

The cognitive mechanisms needed to account for the English past tense have long been a subject of debate in linguistics and cognitive science. Neural network models were proposed e…