A Quantum Approach to Language Modeling
Constantijn van der Poel
We will unpack the transition from classical to quantum probabilities, as well as motivate their use in building a model to understand language-like datasets. We motivate the Motzkin dataset, the models we will be investigating, as well as the necessary algorithms to do calculations with them. We investigate our models’ sensitivity to various hyperparameters. We will compare the performance and robustness of the models.