CMU Advanced NLP 2022: Latent Variable Models

Graham Neubig
CMU Advanced NLP 2022: Latent Variable Models
  • 1 hours
  • Free
  • Online
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
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