Dependency Parsing

Dependency parsing is a task in natural language processing aimed at extracting the dependency structure of a sentence, representing its grammatical structure, and defining the modifier relationships between words. This task identifies the "head word" and its dependents for each word in the sentence, constructing a directed, labeled dependency tree that reveals semantic relationships between words, providing crucial support for applications such as machine translation, information extraction, and question answering systems.