A context-sensitive language is a type of formal language that can be defined by a context-sensitive grammar, where the production rules can replace a string with another string if the surrounding context satisfies certain conditions. These languages are more powerful than context-free languages and can be recognized by a linear-bounded automaton, making them crucial in computational theory for modeling more complex language constructs.