Describe Dependency Parsing in the context of NLP.
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Dependency parsing is a technique used to analyze the grammatical structure of a sentence by determining the relationships between words.
It represents these relationships as directed links (dependencies) between words, where each word is a node, and the links represent syntactic relationships like subject, object, modifier, etc.
Dependency parsing helps in understanding the syntactic structure of sentences, which is crucial for various NLP tasks such as machine translation, information extraction, and sentiment analysis.