26 citations · 32 across the 3 of their papers we have counts for
7 papers
Discontinuous Constituent Parsing as Sequence Labeling
David Vilares, Carlos Gómez-Rodríguez
This paper reduces discontinuous parsing to sequence labeling. It first shows that existing reductions for constituent parsing as labeling do not support discontinuities. Second, i…
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…
HEAD-QA: A Healthcare Dataset for Complex Reasoning
David Vilares, Carlos Gómez-Rodríguez
We present HEAD-QA, a multi-choice question answering testbed to encourage research on complex reasoning. The questions come from exams to access a specialized position in the Span…
Harry Potter and the Action Prediction Challenge from Natural Language
David Vilares, Carlos Gómez-Rodríguez
We explore the challenge of action prediction from textual descriptions of scenes, a testbed to approximate whether text inference can be used to predict upcoming actions. As a cas…
Towards Syntactic Iberian Polarity Classification
David Vilares, Marcos Garcia, Miguel A. Alonso +1
Lexicon-based methods using syntactic rules for polarity classification rely on parsers that are dependent on the language and on treebank guidelines. Thus, rules are also dependen…
A non-projective greedy dependency parser with bidirectional LSTMs
David Vilares, Carlos Gómez-Rodríguez
The LyS-FASTPARSE team presents BIST-COVINGTON, a neural implementation of the Covington (2001) algorithm for non-projective dependency parsing. The bidirectional LSTM approach by…