In the Jurafsky and Martin's Speech and Language Processing NLP textbook, a head tag in parse trees are mentioned that in lexicalized grammar, non-terminal in the tree is annotated with its lexical head.
I don't actually get what lexical heads are.
In the image attached, the word inside the parenthesis is the head word. What exactly are these and how do we determine them?