Brown Bag Talk: Jane Li & Alan Zhou
Krieger 111 @ 3400 N Charles St Baltimore, MD, United StatesRNNs too expressive to properly learn local phonological patterns? Although recurrent neural networks with long short-term memory mechanisms (LSTMs) can learn many existing phonological patterns, they vastly overgenerate. This raises questions about whether LSTMs are suitable models for understanding how humans learn phonology, similar to phonological theories that overgenerate. In this work, we examine whether […]