Lexicalized parsing is a natural language processing technique that incorporates lexical information, such as word identities, into the parsing process to improve syntactic analysis. This approach enhances the parser's ability to handle ambiguities and capture linguistic nuances by leveraging the specific properties of individual words and their relationships in a sentence.