26 citations · 40 across the 10 of their papers we have counts for
21 papers · 1 filter
Not All Linearizations Are Equally Data-Hungry in Sequence Labeling Parsing
Alberto Muñoz-Ortiz, Michalina Strzyz, David Vilares
Different linearizations have been proposed to cast dependency parsing as sequence labeling and solve the task as: (i) a head selection problem, (ii) finding a representation of th…
On the logistical difficulties and findings of Jopara Sentiment Analysis
Marvin M. Agüero-Torales, David Vilares, Antonio G. López-Herrera
This paper addresses the problem of sentiment analysis for Jopara, a code-switching language between Guarani and Spanish. We first collect a corpus of Guarani-dominant tweets and d…
Bertinho: Galician BERT Representations
David Vilares, Marcos Garcia, Carlos Gómez-Rodríguez
This paper presents a monolingual BERT model for Galician. We follow the recent trend that shows that it is feasible to build robust monolingual BERT models even for relatively low…
Bracketing Encodings for 2-Planar Dependency Parsing
Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
We present a bracketing-based encoding that can be used to represent any 2-planar dependency tree over a sentence of length n as a sequence of n labels, hence providing almost tota…
A Unifying Theory of Transition-based and Sequence Labeling Parsing
Carlos Gómez-Rodríguez, Michalina Strzyz, David Vilares
We define a mapping from transition-based parsing algorithms that read sentences from left to right to sequence labeling encodings of syntactic trees. This not only establishes a t…
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…