Spamilton: Text Generation with LSTMs and Hamilton Lyrics

Text generation is a bridge between computational linguistics and AI that automatically generates natural language text. In deep learning, RNNs have proven to work extremely well with sequential data such as text. In this case example, I will demonstrate applying LSTMs with word embeddings to generate Hamilton lyrics. Many of the ideas came from Karpathy¹ and Bansal². All of the code can be found on my GitHub.