Text Mining And Natural Language Processing – Pavia

Argomenti del programma: This course will first provide the notions of the morphological and syntactic structure of human languages, useful in creating more linguistically aware NLP systems. The course will then introduce some NLP tasks and text representation techniques. Starting from statistical methods to modern neural approaches, an overview of fundamental techniques will be presented and practiced, such as the n-gram model, Word2Vec,…