Thursday, March 31, 2022

Monday, March 28, 2022

Lecture 11 (28/03/2022, 3 hours): PyTorch lightning, POS tagging and LSTMs

More on LSTMs. PyTorch lightning, Part-of-speech tagging. Neural POS tagging and notebook with LSTMs for POS tagging.

Thursday, March 24, 2022

Lecture 10 (24/03/2022, 2 hours): Recurrent Neural Networks and LSTMs

Recurrent Neural Networks (RNNs), their formalization and their different forms and uses. Vanishing and exploding gradient problems. Long-Short Term Memory networks (LSTMs).