Synonyms are words that have the same or similar meanings, such as wet and moist. Antonyms are words with opposite meanings, like hot and cold. Homonyms are words that are spelled and pronounced the same but have different meanings, such as dog the animal and dog to follow closely. The document provides examples of synonyms, antonyms, and homonyms and distinguishes between homonyms, homophones, and homographs.