The discussion of gender representation or even the existence of a glass ceiling is rather more complex for NLP due to its fundamental interdisciplinarity especially across the fields of Linguistics, Computer Science, and Statistics.
much mainstream research in NLP follows trends that are heavily situated in one of the main subdisciplines.