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CS224n: Natural Language Processing With Deep Learning: Lecture Notes: Part IV Dependency Parsing Winter 2019 PDF

5 Pages·2020·English
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by ['Albert Jordan']| 2020| 5 pages| English

About CS224n: Natural Language Processing With Deep Learning: Lecture Notes: Part IV Dependency Parsing Winter 2019

This document provides a 3-sentence summary of a lecture note on dependency parsing: Dependency parsing analyzes the syntactic structure of sentences by showing which words depend on other words through labeled dependencies forming a tree. Transition-based dependency parsing uses a state machine to map sentences to dependency trees through a sequence of transitions like shift and left/right arcs. Neural dependency parsing models predict these transitions using dense feature representations in a feedforward neural network to greedily construct the dependency parse tree.

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Author:['Albert Jordan']
Publication Year:2020
Pages:5
Language:English
Format:PDF
Price:FREE
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