How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection

Xiaomeng Ma, Lingyu Gao

There is an ongoing debate on whether neural networks can grasp the quasi-regularities in languages like humans. In a typical quasi-regularity task, English past tense inflections,…