Government and Binding Theory is a theory of syntax and phrase structure grammar that developed out of Noam Chomsky's previous theories, focusing on innate structural components of language inherent in the human mind. It introduces a modular approach to syntax, with distinct interconnected modules like government, binding, and movement, governed by universal principle constraints.