Multilingual discriminative lexicalized parsing

Benoît Crabbé 1
1 ALPAGE - Analyse Linguistique Profonde à Grande Echelle ; Large-scale deep linguistic processing
Inria Paris-Rocquencourt, UPD7 - Université Paris Diderot - Paris 7
Abstract : 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.
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Benoît Crabbé. Multilingual discriminative lexicalized parsing. Empirical Methods in Natural Language Processing, 2015, Lisbon, Portugal. ⟨hal-01186018⟩

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