Probabilistic Context-Free Grammar (PCFG) is an extension of context-free grammar that associates probabilities with each production rule, enabling the modeling of uncertainty and variability in language structures. It is widely used in natural language processing tasks such as parsing, where it helps in selecting the most likely parse tree for a given sentence based on learned probabilities from a corpus.