Understanding Grammar, Parts of Speech, and the Bag of Words Approach in Natural Language Processing

This chapter explores the significance of grammar, verbs, and nouns in sentences. It introduces the concept of parts of speech and their role in extracting meaning. The limitations of the 'bag of words' approach in natural language processing are discussed, with an example of measuring book similarity.