To access the full text documents, please follow this link:

A graphical interface for MT evaluation and error analysis
González Bermúdez, Meritxell; Giménez, J.; Màrquez Villodre, Lluís
Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics; Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural
Error analysis in machine translation is a necessary step in order to investigate the strengths and weaknesses of the MT systems under development and allow fair comparisons among them. This work presents an application that shows how a set of heterogeneous automatic metrics can be used to evaluate a test bed of automatic translations. To do so, we have set up an online graphical interface for the ASIYA toolkit, a rich repository of evaluation measures working at different linguistic levels. The current implementation of the interface shows constituency and dependency trees as well as shallow syntactic and semantic annotations, and word alignments. The intelligent visualization of the linguistic structures used by the metrics, as well as a set of navigational functionalities, may lead towards advanced methods for automatic error analysis.
Peer Reviewed
Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial
ASIYA (Toolkit)
Automatic translations
Traducció automàtica
Association for Computational Linguistics

Show full item record

Related documents

Other documents of the same author

González Bermúdez, Meritxell; Mascarell, Laura; Màrquez Villodre, Lluís
González Bermúdez, Meritxell; Mateva, Maria; Enache, Ramona; España Bonet, Cristina; Màrquez Villodre, Lluís; Popov, Borislav; Ranta, Aarne
España Bonet, Cristina; Enache, Ramona; Slaski, Adam; Ranta, Aarne; Màrquez Villodre, Lluís; González Bermúdez, Meritxell
Pighin, Daniele; González Bermúdez, Meritxell; Màrquez Villodre, Lluís
Chechev, Milen; González Bermúdez, Meritxell; Màrquez Villodre, Lluís; España Bonet, Cristina