Peris Abril, Álvaro; Casacuberta Nolla, Francisco(Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN), 2015-09)
[EN] A language model based in continuous representations of words is presented,
which has been applied to a statistical machine translation task. This model
is implemented by means of a bidirectional recurrent neural ...
Alabau, Vicent; Martínez Hinarejos, Carlos David; Romero Gómez, Verónica; Lagarda Arroyo, Antonio Luís(Elsevier, 2014-01)
[EN] The transcription of historical documents is one of the most interesting tasks in which Handwritten Text
Recognition can be applied, due to its interest in humanities research. One alternative for transcribing ...
García Gómez, Juan Miguel; Benedí Ruiz, José Miguel; Vicente Robledo, Javier; Robles Viejo, Montserrat(Inderscience, 2005)
[EN] In this paper, a new method for modelling tRNA secondary structures is presented. This method is based on the combination of stochastic context-free grammars (SCFG) and Hidden Markov Models (HMM). HMM are used to ...
[EN] In this article, the first public release of GREAT as an open-source, statistical machine translation (SMT) software toolkit is described. GREAT is based on a bilingual language modelling approach for SMT, which is ...