Dependency Grammar Induction

3 papers with code • 2 benchmarks • 0 datasets

Also known as "unsupervised dependency parsing"

Most implemented papers

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.

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.