Multilingual discriminative lexicalized phrase structure parsing

Benoit Crabbé
2015 Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing  
We provide a generalization of discriminative lexicalized shift reduce parsing techniques for phrase structure grammar to a wide range of morphologically rich languages. The model is efficient and outperforms recent strong baselines on almost all languages considered. It takes advantage of a dependency based modelling of morphology and a shallow modelling of constituency boundaries.
doi:10.18653/v1/d15-1212 dblp:conf/emnlp/Crabbe15 fatcat:h2lensiljfhs5cbfoack2bt5oi