The lecture discusses the semantic classification of words, including syntagmatic and paradigmatic approaches, semantic fields, lexico-semantic groups, semantic equivalence, sources of synonymy, classification of synonyms, semantic contrast, classification of antonyms, and other classes of semantic groupings such as euphemisms. It highlights that vocabulary classification is subjective and depends on the investigator's criteria and techniques of categorization.