Non-context-free languages are languages that cannot be generated by any context-free grammar and require more computational power to be recognized, such as a pushdown automaton with two stacks. These languages often exhibit patterns or dependencies that cannot be captured by the limited memory of a single-stack automaton, making them more complex than context-free languages.