8.6k citations
- Universidade de Santiago de CompostelaES166 papers
- Uppsala UniversitySE145 papers
- Sorbonne UniversitéFR144 papers
- Universitat de BarcelonaES143 papers
- University of CambridgeGB142 papers
- University of GroningenNL142 papers
- Heidelberg UniversityDE140 papers
- University of EdinburghGB140 papers
- University of BristolGB139 papers
- Rutherford Appleton LaboratoryGB138 papers
- Eötvös Loránd UniversityHU136 papers
- University of BonnDE133 papers
4 papers · 2 filters
Multitask Pointer Network for Multi-Representational Parsing
Daniel Fernández-González, Carlos Gómez-Rodríguez
We propose a transition-based approach that, by training a single model, can efficiently parse any input sentence with both constituent and dependency trees, supporting both contin…
Inherent Dependency Displacement Bias of Transition-Based Algorithms
Mark Anderson, Carlos Gómez-Rodríguez
A wide variety of transition-based algorithms are currently used for dependency parsers. Empirical studies have shown that performance varies across different treebanks in such a w…
Discontinuous Constituent Parsing with Pointer Networks
Daniel Fernández-González, Carlos Gómez-Rodríguez
One of the most complex syntactic representations used in computational linguistics and NLP are discontinuous constituent trees, crucial for representing all grammatical phenomena…
Parsing as Pretraining
David Vilares, Michalina Strzyz, Anders Søgaard +1
Recent analyses suggest that encoders pretrained for language modeling capture certain morpho-syntactic structure. However, probing frameworks for word vectors still do not report…