CMU Advanced NLP 2022: Latent Variable Models
Graham Neubig
This lecture (by Graham Neubig) for CMU CS 11-711, Advanced NLP (Fall 2022) covers:
* Generative vs. Discriminative, Deterministic vs. Random Variables
* Variational Autoencoders
* Handling Discrete Latent Variables
* Examples of Variational Autoencoders in NLP
* Learning Features vs. Learning Structure