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4 papers · 2 filters
Dependency distance minimization predicts compression
Ramon Ferrer-i-Cancho, Carlos Gómez-Rodríguez
Dependency distance minimization (DDm) is a well-established principle of word order. It has been predicted theoretically that DDm implies compression, namely the minimization of w…
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…
What Taggers Fail to Learn, Parsers Need the Most
Mark Anderson, Carlos Gómez-Rodríguez
We present an error analysis of neural UPOS taggers to evaluate why using gold standard tags has such a large positive contribution to parsing performance while using predicted UPO…
Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering
Daniel Fernández-González, Carlos Gómez-Rodríguez
Discontinuous constituent parsers have always lagged behind continuous approaches in terms of accuracy and speed, as the presence of constituents with discontinuous yield introduce…