Dependency Grammar Induction

3 papers with code • 2 benchmarks • 0 datasets

Also known as "unsupervised dependency parsing"

Second-Order Unsupervised Neural Dependency Parsing

sustcsonglin/second-order-neural-dmv COLING 2020

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.

17
28 Oct 2020

CRF Autoencoder for Unsupervised Dependency Parsing

caijiong/CRFAE-Dep-Parser EMNLP 2017

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

19
03 Aug 2017