Halliday & Matthiessen (2004: 573, 574):
Here the range of potentially cohesive items includes synonyms of the same or higher level generality: synonyms in the narrower sense, and superordinates. …A special case of synonymy is its opposite, antonymy. Lexical items that are opposite in meaning, namely antonyms, also function with cohesive effect in a text.