Lecture 13 (16/04/2020, Google meet, 3 hours): language modeling hands-on and intro to syntactic parsing

Neural Language modeling with LSTMs. Neural network tricks: sentence packing; weight tying; custom dropout. Introduction to syntax. Context-free grammars and languages. Treebanks. Normal forms. Dependency grammars.