Discussion on Adapters as a mean of parameter-efficient trasnfer learning for NLP

I led the Machine Learning Journal Club discussion on the paper:

Houlsby, N., Giurgiu, A., Jastrzebski, S., Morrone, B., De Laroussilhe, Q., Gesmundo, A., … & Gelly, S. (2019, May). Parameter-efficient transfer learning for NLP. In International Conference on Machine Learning (pp. 2790-2799). PMLR.

Here are the slides I made.