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Also known as "unsupervised dependency parsing"

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Greatest papers with code

CRF Autoencoder for Unsupervised Dependency Parsing

EMNLP 2017 caijiong/CRFAE-Dep-Parser

The encoder part of our model is discriminative and globally normalized which allows us to use rich features as well as universal linguistic priors.

DEPENDENCY GRAMMAR INDUCTION UNSUPERVISED DEPENDENCY PARSING

Second-Order Unsupervised Neural Dependency Parsing

28 Oct 2020sustcsonglin/second-order-neural-dmv

Inspired by second-order supervised dependency parsing, we proposed a second-order extension of unsupervised neural dependency models that incorporate grandparent-child or sibling information.

DEPENDENCY GRAMMAR INDUCTION