lexicalized parsing

Lexicalized parsing is a method used in natural language processing to analyze the structure of sentences by considering specific words, especially key ones like nouns, verbs, and adjectives. It links these words to their grammatical roles and relationships within the sentence, creating a detailed tree that shows how words connect. This approach improves accuracy by focusing on important words, helping computers better understand meaning and syntax, which is essential for tasks like translation, question-answering, and voice recognition. Essentially, lexicalized parsing adds a layer of word-specific information to the syntactic analysis.